Kivo Daily Staff, Author At Kivo Daily

Smart Management Is a Fully Built, Enterprise-Grade PropTech Platform For Modern Property Operations

Kivo Daily Staff on June 12, 2026

By: Jay Kt

Smart Management grew out of a pattern business executive and investor Tim Bratz had seen too often across his apartment portfolio. After a property changed hands, hidden bills surfaced, maintenance histories were missing, and teams remained busy without consistently moving renovations, occupancy, and returns in the right direction.

“Traditional property management does a lot to achieve very little,” Bratz said. “It’s all about activity and busy work instead of achieving property goals. Timelines always get bloated, costs skyrocket, and projects routinely fail.”

Bratz understood the problem from the owner’s side of the ledger. Over more than 15 years as a property owner and investor, his portfolio reached more than 6,000 units at its peak and includes more than 3,000 units today. His team spent years repositioning distressed multifamily properties and improving communities, often while navigating third-party management providers and systems that documented activity without driving results.

“We are property owners and investors first and foremost,” Bratz said. “This background has led us into software development because of the massive need in the industry.”

The result was Smart Management, a fully built, enterprise-grade property management software platform developed over four and a half years to help owners and operators manage the work that affects occupancy, revenue, expenses, and asset value.

The technology effort gained momentum when Brian Fast, an investor in several of Bratz’s properties, approached the team with a way to turn those operational problems into a scalable software solution. Fast, now CEO of Smart Management, holds a doctorate in engineering and has worked with companies including Northrop Grumman and Rockwell Automation. Bratz said Fast built a strong reputation for the impact he delivered through automation and software engineering at those organizations.

Together, Bratz and Fast built Smart Management around two sides of the same challenge: the realities of operating multifamily properties and the technology needed to make those operations more transparent, consistent, and efficient. The platform uses automation, AI tools, and built-in standard operating procedures to help owners reduce delays, control costs, and keep properties moving toward measurable financial goals.

Before introducing Smart Management to outside operators, Bratz and Fast used the platform across their own properties, testing it against real leases, residents, maintenance demands, and operating costs.

“We wanted to make sure it worked before rolling it out to our network contacts,” Bratz said.

That early, hands-on testing shaped how Smart Management prepared the platform for outside operators. Bratz said the process reinforced the company’s goal of moving owners beyond tracking activity and giving them a system built to improve property performance.

Smart Management Software Is One Platform for Leasing and Property Operations

Smart Management brings the daily work of operating a rental portfolio into one system, from attracting prospective residents to tracking the condition of assets across a property. Its leasing and operations tools are designed to help teams move faster, reduce missed steps, and keep critical information from disappearing between employees, vendors, and ownership groups.

“Smart Management provides all the same basic functions to provide the best customer service to residents while also focusing on the ownership goals of driving occupancy and revenue through smart automation, AI co-pilots, and built-in SOPs to maximize the production of the asset as well,” Bratz shared.

In leasing, the platform manages applications, vacancy tracking, advertising, active leases, and property websites. Its AI leasing agent can respond to incoming showing requests, book appointments, send confirmations, and follow up with prospective residents, even when the leasing office is closed.

Once a resident moves in, Smart Management helps teams track the work required to operate the property. Task management, property to-do lists, activity logs, calendar views, and visual asset navigation allow operators to see what work is underway, who is responsible, and what has been completed.

The platform also creates a clearer record of the physical property itself. With AI Detail Creation, staff members can photograph an asset, identify it, label it, and create a maintenance record. That documentation can follow equipment throughout its lifespan, giving owners a record of repairs, warranties, and maintenance history that may become valuable during a refinance or sale.

Turning Operational Data Into Stronger Financial Performance

Smart Management was also built to connect daily property operations to the financial results owners ultimately measure. Its finance tools, including Smart Metrics, expense tracking, accounting, and bill pay, are designed to help operators understand economic occupancy, identify problems earlier, and see how operational decisions affect net operating income and property value.

The platform allows owners to build their systems directly into the software through standard operating procedure templates, email templates, team access controls, communication tools, AI functions, and automations. Rather than relying on employees to remember every step of a process, owners can establish repeatable workflows across properties and teams.

Other property management systems, Bratz said, may provide a place to store information. Smart Management was created to prompt action.

“No one needs to remember what to do and when to do it,” Bratz said. “The software pushes bodies where they need to be in order to do what needs to be done.”

The platform is also available through a mobile app, allowing staff members and residents to manage tasks, communications, and property needs from their phones while work is happening in the field.

For Bratz, that distinction is central to the company’s purpose. Smart Management is not designed simply to organize rental portfolios. It is designed to help owners run them with clearer information, stronger accountability, and systems built to improve performance.

A Faster Path From Portfolio Data to Daily Operations

Building a platform that works inside one portfolio was only part of the challenge. Smart Management was also designed to help outside owners bring their properties into the system without losing days to manual data entry and complicated transitions.

“We’ve designed Smart Management to make onboarding as simple as possible, having worked with most of the other software providers,” Bratz said. “We’ve been able to take the data entry down from several days with competitors to a few minutes by designing Smart Management around report uploads to get the information in seamlessly.”

Bratz said customers will receive a dedicated specialist during setup and training, followed by a customer service manager who remains a point of contact as the portfolio operates through the platform. Support workloads will be capped, he said, to protect service quality as the company grows.

That transition process is central to Smart Management’s larger pitch. Owners are not simply purchasing another software subscription. They are moving operational data, leasing activity, maintenance records, and financial visibility into one system designed to help teams act on information more quickly.

Smart Management Is Built for a Market Where Every Delay Costs More

Smart Management is not a new platform. Co-founders Tim Bratz and Brian Fast spent nearly five years developing and testing the software before preparing it for the broader market. That timing matters as apartment owners face mounting operating costs with limited ability to offset those expenses through rent growth.

CBRE reported that average U.S. multifamily rent increased just 0.2% year over year in the first quarter of 2026, while multifamily investment volume declined 6%. Harvard University’s Joint Center for Housing Studies reported that national rent growth hovered near zero from mid-2023 into 2025, with asking rents for professionally managed apartments declining 0.6% year over year in the fourth quarter of 2025.

The pressure is significant for owners. When rent growth is nearly flat, extended vacancies, delayed renovations, missed renewals, and poorly tracked expenses can cut directly into net operating income and property value.

“It has never been more important to find simple, automated ways to reduce expenses and increase income without the strain of massive added effort,” Bratz said.

The company plans to expand the platform with investor and vendor management portals, reputation management tools, construction management capabilities, employee location features, and enhanced digital documentation for properties.

Bratz said the long-term vision is to serve owners, operators, investors, and lenders through technology that makes property operations more transparent, efficient, and accountable.

“Our goal is to get to the point where we can make our software usage totally free in order to positively impact the most users for the greatest good,” Bratz said.

What Is Revenue-Based Financing and Is It Right for Your Business

Kivo Daily Staff on June 11, 2026

Revenue-based financing has emerged as a flexible capital structure available to small business owners. Its defining feature, repayment that adjusts automatically to actual performance, makes it fundamentally different from every fixed payment product in the market.

Revenue-based financing occupies a unique position in the small business lending landscape. It is not a loan in the traditional sense, because there is no fixed interest rate and no set repayment term. It is not equity financing, because no ownership stake is transferred. It is a capital advance against future revenue, repaid as a percentage of that revenue as it arrives, creating a repayment obligation that rises with performance and compresses when performance softens.

For business owners who have spent years navigating the mismatch between fixed monthly loan payments and the variable, seasonal reality of business revenue, this structure represents a genuinely different relationship with a capital provider. Understanding how it works, what it costs, and which businesses it serves best is the foundation for evaluating whether it belongs in your capital strategy.

How Revenue-Based Financing Works

In a revenue-based financing arrangement, a direct lender advances a lump sum to the business. In exchange, the business agrees to remit a fixed percentage of its daily or weekly revenue to the lender until a defined total repayment amount is reached. The total repayment is typically expressed as a factor rate rather than an interest rate: a factor of 1.20 means the business repays $1.20 for every dollar advanced.

The daily or weekly percentage is applied to actual revenue, not to the original advance amount. A strong week produces a larger payment. A slow week produces a proportionally smaller one. The total repayment amount does not change, but the timeline for reaching it extends or contracts based on actual performance. This is the core feature that distinguishes revenue-based financing from any fixed payment product.

Because repayment is tied directly to revenue, there is no fixed maturity date. The facility is repaid when the total payment amount is reached, which could happen faster than projected if revenue is strong or slower if revenue softens. Most lenders provide a projected repayment window at the time of the advance based on historical revenue patterns, but this is an estimate rather than a contractual deadline.

Which Businesses Benefit Most

The structural advantage of revenue-based financing becomes most apparent during predictable slow periods: the business pays proportionally less precisely when its cash flow is under the most pressure, and proportionally more when performance is strong and the repayment capacity is greatest. This automatic adjustment eliminates the manual effort of managing a payment modification request with a conventional lender and removes the credit risk event that a missed or reduced payment would create under a fixed payment structure.

Revenue-based financing is most valuable for businesses with strong but variable revenue patterns: seasonal businesses where monthly revenue swings significantly between peak and off-peak periods, businesses in growth phases where revenue is increasing but the trajectory is uncertain, and businesses with cyclical client activity where revenue comes in waves rather than steady monthly streams.

For these businesses, a fixed monthly loan payment creates a structural problem: during slow periods, the fixed payment consumes a disproportionately high share of available cash flow, creating working capital stress at exactly the wrong moment. Revenue-based financing eliminates that problem by design. Fundivi offers revenue-based financing with same-day underwriting decisions, no collateral requirement, and no personal guarantee, making it one of the most accessible capital structures in the market for qualifying businesses. See if revenue-based financing is right for your business and receive a same-day decision based on your current revenue performance.

How Revenue-Based Financing Is Priced

Revenue-based financing is priced using a factor rate rather than an annual percentage rate. A factor rate of 1.20 to 1.50 means the business repays between $1.20 and $1.50 for every dollar advanced. On a $100,000 advance at a 1.30 factor, the total repayment is $130,000, regardless of how long it takes to repay.

The factor rate model makes cost evaluation different from traditional loans. Because there is no fixed repayment term, the effective annualized cost depends on how quickly the advance is repaid. A business that repays in six months has a higher effective annual rate than one repaying in twelve months, even though both pay the same total dollar amount. The relevant metric is the total dollar cost relative to the business value generated by having the capital, not an annualized rate comparison to a fixed-term product with a different structure.

What Lenders Evaluate for Approval

Revenue-based financing lenders evaluate businesses primarily on the quality and consistency of their revenue performance. Monthly revenue volume, revenue consistency over the past three to six months, bank account activity patterns, and time in business are the primary inputs. Because repayment is tied directly to revenue, the lender’s primary risk is revenue volatility, and businesses with the most consistent revenue profiles generally receive the most favorable factor rates.

Credit scores are evaluated but carry less weight than in traditional lending. A business with a 580 personal credit score but consistent $80,000 monthly revenue and clean bank account activity is a strong candidate through a direct lender, even though the same profile would face challenges with traditional bank products.

Is Revenue-Based Financing Right for Your Business

Revenue-based financing is the right tool when revenue is real and consistent but variable enough that fixed payments create cash flow friction. It is not the right tool for businesses with very low revenue relative to their capital needs, businesses where the repayment percentage would consume an uncomfortably high share of daily revenue, or businesses with revenue so irregular that projecting any repayment timeline is unreliable. Business Loans IQ provides independent analysis of revenue-based financing alongside alternative structures, helping business owners evaluate whether the product genuinely fits their revenue profile before applying. Compare revenue-based financing options independently here and understand the full cost and structure before making a decision.

Frequently Asked Questions

How is revenue-based financing different from a merchant cash advance?

Both advance capital repaid as a percentage of future revenue using factor rate pricing. The key differences are in the revenue source used for repayment, pricing transparency, and lender practices. Traditional merchant cash advances tied repayment to card processing volume. Revenue-based financing uses broader bank account deposits. Revenue-based financing from reputable direct lenders also tends to have more transparent pricing and clearer repayment terms than traditional merchant cash advances, which historically carried criticism for opacity.

What percentage of my daily revenue goes to repayment?

The holdback percentage typically ranges from 5 to 20 percent, depending on the lender, advance amount, revenue level, and agreed factor rate. It is set at the time of the advance and does not change. What changes is the dollar amount of each payment, which moves up or down with actual daily revenue. A business generating $5,000 on a strong day with a 10 percent holdback pays $500. On a $2,000 day, the same rate generates a $200 payment.

Can I pay off revenue-based financing early?

Yes. Most arrangements allow early repayment. Because the total repayment amount is fixed as a factor of the advance, paying off early means reaching that total sooner, which effectively reduces the annualized cost of the capital. Some lenders offer early payment discounts that reduce the total amount if the balance is cleared within a specified period. Early repayment terms should be clarified at the time of the advance, before the agreement is signed.

What happens if my revenue drops significantly after taking a revenue-based advance?

A revenue drop automatically reduces the daily or weekly payment amount proportionally. The total repayment obligation does not decrease, but the timeline extends automatically to accommodate lower revenue. This means the business is not forced into a liquidity crisis by a fixed payment during revenue stress, which is the scenario fixed payment products create. If revenue drops severely and persistently, the extended repayment timeline means the cost of the capital increases over time, which is worth considering when evaluating the product for situations with meaningful revenue downside risk.

Does revenue-based financing affect my ability to get other business loans?

Existing revenue-based financing obligations are considered in debt service coverage evaluations by other lenders. The daily holdback percentage reduces the business’s net cash flow, which affects how much additional debt service the business can support. For businesses considering multiple financing products simultaneously, evaluating the combined impact of all repayment obligations on available cash flow is more important than evaluating each product in isolation.

Disclaimer: This article is for general informational purposes only and should not be considered financial, legal, tax, or business advice. Revenue-based financing terms, factor rates, holdback percentages, repayment timelines, approval requirements, fees, and funding availability may vary by lender, business profile, revenue history, credit history, industry, location, and market conditions. Business owners should carefully review all financing agreements and consult a qualified financial, legal, or tax professional before deciding whether revenue-based financing is appropriate for their business.

Michelle A. Hardwick Wants Partners Left Out of the Menopause Conversation to Feel Hope When They Close Her Book

Kivo Daily Staff on June 10, 2026

By: Andrea Rocchino

Here is something nobody talks about enough. When a woman goes through menopause, her partner goes through something too. Not the same thing. Not even close to the same thing. But something real, something disorienting, and something that has remained largely unspoken and unaddressed in the wider conversation.

Michelle A. Hardwick noticed that gap from the inside. A practitioner with more than two decades of experience, she has walked alongside people through life’s most defining transitions. With roots in North Wales, half Swiss (her mother was born in Zurich), and now living in County Cork, Ireland, with her husband John, she brings a perspective drawn from three countries, three cultures, and a marriage that has shaped everything she now brings to this work. She lived through a decade of menopause. And she never once turned to her husband and asked how he was coping with it all, not because she didn’t care, but because she was consumed by the intense and ever-changing journey of navigating menopause alone. That honest, uncomfortable admission is the foundation of everything Menopause Wingman is built on, and it’s also why the book hits differently than much of what has been written on this subject.

The Human Experience Underneath the Cultural Differences

Michelle A. Hardwick gathered voices from men across multiple countries to build the foundation of this book. What she expected to find were differences. What she found instead was a striking sameness at the emotional core of every story, regardless of where the man lived, what language he spoke, or what cultural framework shaped how he talked about relationships.

The confusion was universal. The desperate wanting to help without knowing how. The fear of saying the wrong thing. The quiet suffering that had nowhere to go. How men expressed those experiences varied enormously depending on where they came from. In some cultures, admitting confusion or vulnerability felt like a kind of failure. In others, men were almost relieved to be asked. But strip away the cultural expression, and the human experience underneath was almost identical across all of them.

She understood that no single book can speak to every culture, so she anchored the book in something that needs no translation: the desire to show up for the person you love.

Because underneath every cultural difference she encountered was the same essential truth, that he loved her and didn’t want to get it wrong.

What Employers Are Missing

The workplace conversation around menopause has been growing, and Michelle A. Hardwick thinks that’s genuinely worth celebrating. But there’s a piece that’s consistently missing from it, and she’s direct about what it is.

When a relationship is struggling at home, it doesn’t stay there when she walks through the workplace door in the morning. It comes with her. Concentration suffers. Emotional resilience takes a hit. Energy depletes. Brain fog clouds the simplest decisions. Hot flushes disrupt confidence at the most unexpected moments. Anxiety arrives quietly and stays.

The ripple effect of an unsupported partnership shows up in performance, in presence, in all the quiet ways a person is or isn’t fully at work.

Supporting partners through this transition isn’t a soft or optional add-on to workplace wellness. It has a real return for the employee, for the partner, and for the organization. Including resources like Menopause Wingman in workplace libraries and wellness programs, extending mindfulness and emotional support to women and their partners, treating this as the next natural step in the evolution of family-centered benefits, these aren’t radical ideas. They’re logical ones.

Michelle A. Hardwick points to what’s already been achieved in Ireland, where Loretta Dignam, Founder of The Menopause Hub, Forbes Top 50 Over 50 honouree, and Ireland’s leading menopause advocate, was instrumental in making HRT available free of charge to all women, as evidence of what becomes possible when people champion something with enough persistence. Menopause, she says, is the next step in that same evolution.

What the Men Who Didn’t Make It Through Had in Common

One of the more saddening things Michelle A. Hardwick encountered while gathering and collating the honest voices of men for the book was the men whose relationships hadn’t survived menopause. Some were angry. Some were full of regret. Some were broken by years of loving someone through something nobody had ever prepared them for.

But one thing most of them mentioned, across every culture and every circumstance, was that they could have benefited from knowing more before it started. Not the clinical details. The emotional reality. What was actually happening, why it was happening, and what they could do with that information, as well as the practical guidance and signposts for how to help and support.

The absence of that knowledge had cost some of them everything.

That’s the urgency Michelle A. Hardwick brings to this work. Not alarm, but clarity. The tools exist. The right conversation has simply never reached the right people. Until now.

What She Wants Partners to Feel on the Last Page

When Michelle A. Hardwick talks about what she hopes a partner feels when they close the book, she doesn’t reach for a complicated answer. She reaches for one word first.

Hope.

Hope that they are not alone. That other men have navigated this and come through it. That mistakes can be made and repaired. That, with the right information and a willingness to keep showing up, the relationship doesn’t have to fracture. It can actually deepen into something more honest, more authentic, and more solid than what existed before menopause arrived.

She also wants them to feel unburdened. The book is full of suggestions, but it isn’t a checklist with a grade at the end. She describes the chapters as stepping stones. Try one of the suggestions in the book. If that doesn’t work, try another. You don’t have to get it all right at once. You just have to begin.

The Legacy She’s Working Toward

The audiobook is in production, and Michelle A. Hardwick’s husband, John, is narrating the men’s voices and their experiences alongside hers. That detail matters to her. She believes hearing a real man speak honestly and from the heart about this will reach people in ways that words on a page sometimes can’t.

Alongside the book and the audiobook, Michelle A. Hardwick works 1:1 with women navigating the emotional complexity of menopause, the anxiety, panic, fear, and overwhelm that can arise during this profound life transition, as well as with partners who want to show up more fully for the person they love. For those seeking that deeper support, she can be reached through MenopauseWingman.com.

Beyond that, she’s building workshops, programs, and spaces where men can ask the questions they’ve been too unsure or too proud to raise anywhere else.

The legacy she’s working toward is simple to describe, and every conversation, every couple, every partner who picks up this book is already part of it.

She’s not waiting for someone else to make that happen.

Menopause Wingman: The Emotional Handbook for Partners by Michelle A. Hardwick is available now on Amazon and soon as an audiobook at MenopauseWingman.com. Because no woman should face this alone, and no partner should either.

Disclaimer: This article is for informational purposes only and is not intended to provide medical, therapeutic, or relationship advice. Readers should consult a qualified healthcare professional or licensed practitioner for guidance related to menopause, mental health, intimacy, or relationship concerns.

Who Pays for the Grid of the Future? Emily Sanford Fisher on Infrastructure Investment, Load Growth, and Grid Modernization

Kivo Daily Staff on June 9, 2026

By: Matt Emma

After nearly two decades of relatively flat electricity demand, the U.S. power grid is entering a new era of load growth driven by data centers, electrification, and industrial expansion. Energy Strategist Emily Sanford Fisher says meeting that demand will require substantial investment in transmission, distribution, storage, and grid modernization infrastructure, raising questions for utilities, regulators, large electricity users, businesses, and residential customers about who should pay for these upgrades.

The Debate Over Who Should Pay for the Future Grid

Historically, the costs of grid infrastructure were broadly shared across residential, commercial, and industrial customers because transmission and distribution systems were designed to support reliability across the broader electric network. It made sense to share the costs of infrastructure that served everyone.

However, some of the largest infrastructure investments now being planned are increasingly tied to concentrated load growth from hyperscale data centers, advanced manufacturing facilities, electrification, and industrial expansion.

“In some regions, utilities are receiving individual load requests from data center developers measuring in the hundreds of megawatts or even gigawatts, levels of demand historically associated with large metropolitan areas or major industrial corridors,” explained Emily Sanford Fisher.

As a result, regulators and utilities are increasingly evaluating how much of those costs should be borne by the customers driving the need for the infrastructure rather than shared more broadly across other utility customers. “This, too, however, is a well-understood principle of electricity rates: the entity that ’causes’ the costs pays,” said Sanford Fisher.

“The electric system has historically been planned around shared system benefits and long-term infrastructure investment,” said Sanford Fisher. “But as load growth becomes larger, more concentrated, and more geographically uneven, cost allocation questions become significantly more complicated. It is reasonable to have those who are driving increased costs, particularly for infrastructure that is not broadly useful, to pay more.”

Why Some Grid Costs Are Still Broadly Shared

Many transmission and grid infrastructure projects provide operational and reliability benefits across broader utility systems and regions. Large transmission upgrades can improve regional reliability, reduce congestion, strengthen resilience, support future electricity demand, and improve overall system flexibility across multiple states and utility territories.

According to Emily Sanford Fisher, “Large infrastructure projects, like new or expanded transmission lines, can benefit the larger electric grid, beyond those areas that are most geographically proximate.”

Even when a project is initially driven by a large new electricity user, portions of this expanded infrastructure may also provide system-wide operational and economic benefits, arguing for cost allocation beyond the new user.

“The interconnected nature of the grid is one of its biggest assets, allowing us to better share resources, support reliability, and lower costs for all customers. So, new infrastructure, even when intended to solve a specific grid challenge or for a specific customer, can contribute to reliability and resilience and reduce grid congestion that drives up costs for everyone. These are good outcomes for everyone,” continued Sanford Fisher.

While this can make cost allocation significantly more complex than traditional utility investments confined to a single service territory, “it makes sense to share costs when there are broad benefits,” said Sanford Fisher. “The real challenge is measuring these benefits and then using this to figure out who should pay what.”

Transmission Expansion Creates Additional Cost Challenges

Over the last decade, transmission development has become one of the largest infrastructure and cost challenges facing the electric sector. Large-scale transmission projects require substantial long-term capital investment not only because the infrastructure itself is capital-intensive, but also because large projects frequently cross multiple jurisdictions, require extensive permitting and environmental review processes, and must be planned years in advance of expected demand growth.

New generation resources and electricity demand growth are moving faster than transmission permitting and construction timelines, increasing pressure on existing infrastructure, transmission planning, and interconnection processes.

At the same time, utilities and regional grid operators are trying to expand systems originally designed around different generation patterns and slower load growth conditions.

“This is why there has been such a focus on siting and permitting reform and speeding up the new generation interconnection queue in the last five years. This might seem bureaucratic, but figuring out how to build new things faster actually would reduce costs for everyone, which would make the cost allocation discussions easier,” said Emily Sanford Fisher.

How Utilities and Regulators Are Determining Who Pays for Grid Expansion

Utilities, regulators, and grid operators are responding to increasing infrastructure costs through a combination of long-term transmission planning studies, interconnection analyses, utility rate cases, and large-load service agreements designed to determine what infrastructure is needed, how much it will cost, how quickly it must be built, and how those costs should be allocated.

When very large electricity users such as hyperscale data centers or advanced manufacturing facilities request service, utilities and regional grid operators typically conduct extensive engineering and transmission studies to evaluate whether existing infrastructure can support the new demand or whether new substations, transmission lines, generation resources, or local distribution upgrades are required. “

These studies and this caution are essential,” said Sanford Fisher. “The reliability of the energy grid requires that we keep supply and demand in balance at all times. This means that sometimes adding a new generation means expanding the transmission system to accommodate it. Adding new resources to the grid is a good thing if it helps us meet growing demand, but it can create challenges if not done thoughtfully or with respect for the laws of physics. These studies tell us whether a generator or new user requires that we invest in system upgrades to preserve reliability for everyone.”

At the regional level, grid operators such as PJM are conducting long-term transmission planning processes to identify infrastructure upgrades needed to maintain reliability and accommodate projected demand growth across multiple states and utility territories.

These studies can take years to complete and frequently involve debates over project scope, cost allocation, permitting timelines, and regional system benefits. “But, they are required to understand the costs and benefits of new infrastructure,” said Emily Sanford Fisher.

Beyond engineering, to address costs and concerns about energy affordability, utilities are looking to negotiate specialized service agreements and tariffs with large customers that may include upfront infrastructure contributions, minimum usage commitments, or customer-specific cost recovery structures intended to reduce the risk of broader cost shifting onto existing utility customers.

“These tools can help manage costs for all customers,” said Sanford Fisher. “Some of these are existing tools, and some of these are new twists on these tools, but they can all work to ensure that those who cause costs and those who benefit help pay for new infrastructure.”

Who Will Ultimately Pay for the Grid of the Future?

The future grid will likely still be paid for primarily through regulated utility frameworks and customer electricity rates, but the debate is increasingly about how much of those costs should remain broadly socialized versus directly assigned to the large customers driving the need for new infrastructure.

“The central question should not be whether grid investment is necessary,” Sanford Fisher explained. “It is. But the challenge is determining how to allocate those costs fairly while expanding the electric system to support larger concentrated loads, increasing electrification, and continued electricity demand growth. A mix of both old and newer regulatory tools is helping regulators, utilities, and their customers navigate this new normal.”

About Emily Sanford Fisher

Emily Sanford Fisher is the Founder of Enodia Energy, where she advises utilities, regulators, industry groups, and nonprofits on electricity market design, regulatory policy, transmission expansion, and clean energy strategy. She previously served as Chief Strategy Officer at the Smart Electric Power Alliance and as Executive Vice President, Clean Energy, and General Counsel at the Edison Electric Institute.

Armand Thibeau: One of the Stylishly Ambitious Men in Media Right Now

Kivo Daily Staff on June 9, 2026

By: Conor Murray

Armand Thibeau walks into a room the way Zagnore walks into a market: quietly, deliberately, and with the kind of confidence that does not require announcement. As the founder and CEO of the US-French mass media group and Editor-in-Chief of Latetown Magazine, Thibeau has built one of the most admired independent publishing portfolios in the world without once mistaking noise for power. In an industry that rewards volume, he bet on precision. The bet, by any measure, has paid off.

There is a particular kind of ambition that the most interesting men in any field share. Not the kind that announces itself on arrival. The kind that shows up in the details: the extra hour spent on a decision that most people would have made in five minutes, the refusal to ship something that does not meet the standard, the willingness to play a long game when everyone around you is thinking in quarters. Thibeau is that kind of ambitious. He is the founder who reads every pitch his editors receive. The CEO who moves between Paris and New York not because the schedule demands it but because he believes proximity to culture is non-negotiable for someone in his position.

“Style in media is the same as style anywhere else. It is the distance between what you could do and what you choose to do.”

The Zagnore portfolio reflects that philosophy at every level. Publications spanning business, fashion, music, finance, luxury, and culture, each one built with a visual and editorial identity distinct enough to stand alone and cohesive enough to belong to the same house. Thibeau does not acquire publications and retrofit standards onto them. He builds from the ground up, which means quality is architectural rather than cosmetic.

Latetown Magazine is the clearest window into how Thibeau thinks about media. As Editor in Chief, he has shaped Latetown.com into a publication that the kind of person who sets the cultural conversation actually reads. It covers the intersections of creative ambition and commercial intelligence, of style and substance, of the life worth building and the culture worth paying attention to. Authoritative without being pompous. Aspirational without being remote.

His personal style matches his editorial one. Considered. Never overdone. The kind of approach that does not date because it was never chasing the moment to begin with. He talks about media the way great editors once talked about it, as a responsibility rather than a product category, as something that owes its readers something real in exchange for their time.

In the new media landscape, power no longer comes with a century-old masthead or a corner office in a Midtown tower. It comes from having built something that people genuinely cannot do without. Armand Thibeau has built that. And he has done it, characteristically, without making a fuss about it.

Marysville Drunk Driving Accident Lawyer Guide

Kivo Daily Staff on June 7, 2026

A drunk driving crash can upend a life in seconds. The victim did nothing wrong, yet may face serious injuries, mounting medical bills, and time away from work. Impaired drivers often cause some of the most severe collisions on the road because judgment, vision, and reaction time are reduced. A drunk driving accident lawyer helps injured people in Marysville understand their legal options and pursue potential compensation. This guide explains how these cases work and what an attorney handles at each stage.

Why Impaired Driving Remains a Serious Problem

Drunk driving crashes are preventable, yet they remain a leading cause of collisions. According to data cited by legal sources, impaired driving accounts for a significant share of traffic fatalities. About 1 in 222 licensed drivers may be arrested for drunk driving in a given year. These incidents cause thousands of deaths and hundreds of thousands of injuries annually. Understanding these risks demonstrates why professional guidance can be valuable after a crash.

Common Crashes Caused by Drunk Drivers

Impaired judgment and slowed reactions contribute to severe collisions. Common types of crashes include:

Wrong-way crashes on high-speed highways
Head-on collisions when a driver veers into oncoming traffic
Rear-end collisions when a driver fails to notice slowing or stopped traffic
Pedestrian, cyclist, and motorcyclist crashes often occur at night

Identifying the type of crash helps establish fault and build a potential claim.

Common Injuries in These Cases

Injuries from drunk driving crashes tend to be severe and may have lasting effects. Common injuries include:

Traumatic brain injuries
Internal organ damage
Spinal cord injuries, which may cause paralysis
Broken bones

A drunk driving accident lawyer can help document the full scope of injuries to ensure that claims reflect the harm suffered.

Compensation Considerations

Crashes caused by impaired drivers can create financial and personal losses. Potential compensation may cover:

Medical expenses
Lost income if injuries prevent work
Pain and suffering
Loss of enjoyment of life
Possible punitive damages in certain cases

The value of a claim depends on the severity of injuries, the impact on daily life, and the facts surrounding the crash.

Criminal Charges and Civil Claims

An impaired driver usually faces criminal charges from the state. That criminal case is separate from a civil claim for compensation. Both tracks can move forward simultaneously, and a conviction may support the civil claim, though each case is evaluated independently.

Steps to Take After a Crash

Immediate actions can influence the outcome of a claim:

Call 911 and report the crash
Seek medical care, even for minor injuries
Photograph the scene, vehicle damage, and visible injuries
Collect contact information from witnesses
Avoid giving statements to insurance adjusters until legal guidance is obtained

These steps help preserve evidence and strengthen potential claims.

Filing Deadlines in Washington

Washington law generally allows injured people three years from the crash date to file a personal injury claim. The state also follows a comparative fault rule, where partial fault may reduce but does not eliminate recovery. Acting promptly helps protect legal rights.

Help for Marysville Residents

Residents in Marysville and across Washington can explore their options with professional legal guidance. For more information about local resources, see Marysville accident attorneys or review their practice areas. For general legal information, readers may also learn more about Russell & Hill, PLLC.

Disclaimer: This content is for informational purposes only and does not constitute legal advice. Laws and deadlines vary by situation. Individuals should consult a qualified attorney to discuss the specifics of their case.

Mikhail Andersson Turns Skin Into a Serious Art Form

Kivo Daily Staff on June 6, 2026

By: Ravi Rajapaksha

There is a particular kind of reputation that doesn’t come from marketing. It comes from people boarding flights. It comes from clients in Paris or Los Angeles or São Paulo opening a browser, finding one name, and deciding that New York is where they need to be. For Mikhail Andersson, founder of First Class Tattoos at 52 Canal Street in Manhattan, that kind of reputation took nearly two decades to build and, from the outside, looks almost inevitable now.

It wasn’t. When Andersson opened First Class Tattoos in June 2016, he was entering one of the most oversaturated creative markets in the world. Manhattan already had more tattoo shops than anyone could reasonably catalog, and differentiation required more than skill. It required a vision that could sustain itself. In the studio’s first year, Andersson reinvested every dollar of income back into its survival, absorbing personal debt to keep the lights on and the chairs filled. The gamble held. Nearly a decade on, the studio has grown quietly and deliberately while entire waves of tattoo culture have risen and dissolved around it.

Andersson began tattooing in Moscow in 2008, working then as a graphic designer, a detail that matters more than it might seem. His eye was already trained to think about composition, negative space, and the relationship between image and surface before a needle was ever involved. His parents had enrolled him in art school as a child, where he studied painting, music, and dance, and that foundational range gave his eventual tattooing a quality that resists easy categorization. He moved to Miami in 2011, worked across several studios, then relocated to New York, and after a year and a half of working in other people’s shops, he understood precisely what kind of place he wanted to build.

What Andersson does with color realism is the work that draws the most attention, but the label barely contains it. Nicknamed the “Michelangelo of the Tattoo Renaissance” by those who have written about his practice, he pulls surrealism into photorealistic foundations, references Van Gogh and arrives somewhere new, works classical motifs into abstract geometry, and produces results that feel not assembled but inevitable. “Tattooing is not the same as painting,” he has said, and the distinction is not a disclaimer but an artistic position. The skin is not a passive surface. It moves, ages, breathes, and any image placed on it must be built to coexist with that reality over time.

First Class Tattoos is not structured around one style or one artist’s ego. Andersson recruited talent from across the world to build a studio where black and grey realism, neo-traditional, Japanese traditional, fine line, watercolor, anime, surrealism, abstract, and trash polka coexist with genuine range. Piercing and laser tattoo removal are also available on-site. In September 2025, Andersson added a full-time piercer to the studio’s permanent team, the first formal service expansion since the shop opened. “I’m not looking to open more locations or chase something new for the sake of it,” he said at the time. “But adding a piercer full-time is the right move for us now.”

That restraint is part of what makes First Class Tattoos legible as a serious institution rather than a brand in expansion mode. The clients who return for touch-ups years later, the artists who traveled from other countries to work under one roof, the appointments that book out weeks or months in advance, these are not the byproducts of a marketing strategy. They are the residue of sustained attention to the actual work. On Canal Street, in a city that will always have another shop opening somewhere, that turns out to be enough.

Business Lines of Credit: The Flexible Funding Tool Every Small Business Should Understand

Kivo Daily Staff on June 5, 2026

Among all the financing tools available to small business owners, a business line of credit is arguably the most versatile. Unlike a term loan that delivers a fixed sum all at once, a line of credit provides access to a predetermined amount of capital that can be drawn on as needed, repaid, and drawn again. This revolving structure makes it exceptionally well suited to the unpredictable nature of small business cash flow, where expenses and revenue rarely move in perfect lockstep. For businesses that want financial flexibility and a reliable safety net against unexpected capital needs, a well structured line of credit can be one of the single most valuable financial tools in their arsenal.

How a Business Line of Credit Works

A business line of credit establishes a maximum borrowing limit from which the business can draw funds at any time up to that limit. Interest or fees are charged only on the amount actually drawn, not on the full credit limit, which means the facility is cost effective even when it is not being fully utilized. As the drawn amount is repaid, that capacity becomes available again, allowing the business to draw and repay repeatedly throughout the life of the facility without needing to reapply each time.

This revolving nature is what distinguishes a line of credit from other loan products and makes it uniquely suited to managing irregular or seasonal cash flow. A business that draws on its line in a slow month to cover payroll and then repays that draw when a strong month follows has used the line exactly as intended, smoothing cash flow without accumulating long term debt or paying for capital it does not currently need. The simplicity and elegance of this structure is what makes lines of credit so enduringly popular among experienced business owners.

Lines of credit can be secured by business assets or unsecured based on the business’s revenue and creditworthiness. Secured lines typically offer higher limits and more favorable rates. Unsecured lines are faster to establish and require less documentation, making them accessible to a broader range of businesses. Alternative platforms have made unsecured business lines of credit significantly more accessible than they were in the past, bringing this powerful tool within reach of small businesses that would not qualify under conventional bank criteria.

Industries Where Business Lines of Credit Are Especially Valuable

While a line of credit benefits virtually any business, certain industries find the revolving, on demand structure particularly aligned with their operational realities and cash flow patterns.

Home Services and Remodeling: Plumbing, electrical, HVAC, and general remodeling businesses operate in an industry with variable project timing, inconsistent payment schedules, and the constant need to have materials on hand or be ready to mobilize quickly when a project is confirmed. A line of credit allows home services businesses to purchase materials, cover subcontractor costs, and staff up for a project before the client payment arrives, keeping operations moving without cash flow bottlenecks that delay scheduling or force the business to turn down work it could otherwise handle.

E Commerce and Direct to Consumer Brands: Online retail businesses face a particularly dynamic cash flow environment where inventory purchases, digital advertising spend, and fulfillment costs create large and often simultaneous outflows ahead of the revenue those investments generate. A line of credit allows e commerce businesses to fund inventory builds and marketing campaigns as needed, drawing only what is required for each investment and repaying quickly as sales revenue arrives, keeping the total cost of the facility low while maintaining the flexibility to move at market speed.

Insurance and Financial Services: Small insurance agencies, financial advisory firms, and independent financial services businesses experience revenue that is often tied to commission cycles, client renewal periods, and transaction volumes that fluctuate meaningfully from month to month. A business line of credit provides the operational cushion these businesses need to maintain staffing, marketing activity, and client service quality during slower revenue months without being forced to make cutbacks that would damage long term client relationships and the referral pipelines that drive their growth.

IT and Technology Services: Small IT firms, managed service providers, and technology consultancies often carry significant project based revenue that is invoiced on completion or milestone terms. During project execution, expenses accumulate while revenue is deferred. A business line of credit bridges this gap efficiently, funding ongoing project delivery without requiring the business to dip into reserves that are better held for growth investments, unexpected operational needs, or the next phase of business development that requires immediate capital commitment.

Secured Versus Unsecured Lines of Credit: What Small Businesses Should Know

The choice between a secured and unsecured business line of credit involves meaningful tradeoffs that are worth understanding clearly before making a commitment. The right choice depends on the business’s asset base, its credit profile, the size of the facility needed, and how quickly the line needs to be established.

Secured lines: Backed by business assets such as receivables, inventory, or equipment. Typically offer higher credit limits, more favorable rates, and longer availability windows. Require documentation of asset values and may involve periodic re evaluation of the collateral base as asset values change over time.
Unsecured lines: Based on the business’s revenue, cash flow, and credit profile rather than specific collateral. Faster to establish, require less documentation, and are more flexible in how proceeds can be used. Typically carry higher rates and lower limits than secured alternatives but are accessible to a broader range of businesses.
Revolving vs. non revolving: Most lines of credit are revolving, meaning repaid amounts become available again for future draws. Some products marketed as lines of credit are non revolving, meaning each draw permanently reduces the total available credit. Confirming the structure before committing is essential to avoid unexpected limitations on future draws.
Draw period and repayment period: Some lines of credit have a defined draw period during which funds can be accessed, followed by a repayment period during which no new draws are permitted. Understanding whether your line operates this way and planning around that structure is important for businesses that expect to use their line on an ongoing basis.

Building Financial Resilience Through a Line of Credit

The businesses that weather economic downturns, seasonal slowdowns, and unexpected disruptions most effectively are consistently those that have established credit facilities before they are urgently needed. A business line of credit established during a period of strong performance provides a financial safety net that can be the difference between surviving a challenging period with minimal damage and being forced into reactive, high cost borrowing decisions under pressure when options are limited and terms are unfavorable.

Beyond risk management, a business line of credit is one of the most effective tools for enabling opportunistic growth. When a contract opportunity, supplier discount, or expansion possibility arises on short notice, having an established line of credit means the business can move immediately rather than waiting weeks for a new loan to be processed. In a competitive business environment, the ability to act quickly on time sensitive opportunities is often what separates the businesses that grow from those that watch their competitors grow instead.

Business owners should also consider that having an established line of credit signals financial stability and management sophistication to suppliers, landlords, and potential business partners. This can translate into better supplier terms, more favorable lease negotiations, and greater confidence from partners considering larger engagements. A line of credit is not just a financial tool but a signal of creditworthiness that benefits the business across multiple dimensions simultaneously.

For a closer look at how Fundivi has expanded its lending network and strengthened its partnerships to broaden capital access for small businesses nationwide, Fundivi expands lending network for small businesses provides detailed coverage of the strategic moves Fundivi is making to ensure that more businesses than ever can access the flexible capital they need to grow and compete in 2026.

Fundivi Business Lines of Credit: Flexible Capital When You Need It

For small business owners looking for a revolving credit facility that matches the pace and unpredictability of their operations, Fundivi’s business lines of credit offers a streamlined online process that makes approval and access faster and simpler than traditional banking channels. Fundivi evaluates each business based on its actual revenue performance and cash flow profile, making lines of credit accessible to businesses that would not qualify under conventional bank criteria and bringing this powerful tool to a much broader range of small business owners.

The application takes minutes, the approval process is fast, and businesses that are approved gain access to a flexible credit facility that they can draw on as operational or growth needs arise. Fundivi’s platform makes it straightforward to monitor available credit, draw funds when needed, and track repayment progress, all from a single online interface that puts the business owner in full control of their credit access without requiring specialist financial knowledge to navigate.

Revolving Access: Draw and repay repeatedly throughout the facility term, ensuring capital is available whenever a business need arises rather than being limited to a single fixed disbursement.
Pay for What You Use: Fees and interest apply only to drawn amounts, keeping the cost of the facility low during periods when the full limit is not being actively utilized.
Fast Establishment: Fundivi’s online process and data driven evaluation establish lines of credit quickly, so business owners have their facility in place before the next capital need arises rather than scrambling to establish one in the middle of a cash flow challenge.
Renewal and Increase Eligibility: Businesses that use their line of credit responsibly and maintain strong revenue performance become eligible for limit increases and facility renewals, building a long term capital relationship that grows alongside the business over time.
Transparent Cost Structure: All fees, rates, and terms are clearly communicated before the facility is established, so business owners always know exactly what their credit access costs and can plan accordingly without worrying about hidden charges or unexpected cost increases.

Fundivi has been rated as a top performing funding platform by the editorial team at Business Loans IQ, a trusted independent resource that evaluates business lending platforms based on the genuine value they deliver to small business owners. This recognition reflects Fundivi’s consistent ability to provide flexible, accessible, and fairly priced credit facilities to small businesses across diverse industries and revenue levels, and its commitment to treating every funding relationship as a long term partnership rather than a one time transaction.

For additional perspective on how Fundivi is strengthening its position as one of the nation’s premier business lenders and what that means for small business owners seeking reliable capital access in 2026 and beyond, premier business lenders strengthening capital access provides an in depth look at the strategic direction Fundivi is pursuing and the expanding range of capital solutions it is making available to small businesses across the country.

The Right Line of Credit Changes How Your Business Operates

A business line of credit is not simply a backup plan for slow months. It is a fundamental operational tool that changes how a business can respond to the world around it. With the right line of credit in place, a business owner stops asking whether they can afford to say yes to an opportunity and starts asking whether the opportunity is worth pursuing on its merits. That shift in perspective, from constrained to capable, is one of the most meaningful changes that access to flexible capital can produce for a growing small business.

Platforms like Fundivi have made that shift possible for a far wider range of small businesses than traditional banking ever could. With fast approval, transparent terms, revolving access, and a team of specialists who genuinely understand the challenges of running a small business, Fundivi delivers more than just a credit facility. It delivers the financial foundation that allows business owners to operate with confidence, plan with clarity, and grow with the conviction that capital will be there when they need it most.

How Serious Is a Federal Gun Charge?

Kivo Daily Staff on June 5, 2026

A federal gun charge is not the same as a typical criminal case. Federal prosecutors have broad authority, dedicated resources, and sentencing guidelines that often result in significant prison time. When the federal government decides to pursue a firearms case, the person facing criminal charges is up against a system built for conviction, and the stakes reflect that reality.

Many people underestimate how quickly a firearm-related situation can escalate into a federal matter. What begins as a traffic stop or a routine investigation can turn into a federal indictment if certain facts are present. Understanding what federal prosecutors look for, how these cases are handled, and what defenses may apply is essential for anyone facing this kind of charge.

Common Firearms Offenses

Federal firearms law covers a wide range of conduct, and the specific charge matters enormously when it comes to potential penalties. Some offenses are straightforward, while others involve complex legal questions about intent, classification, and the connection to other criminal activity. Federal prosecutors commonly pursue charges involving:

Possession of a firearm by a prohibited person, such as a convicted felon, someone subject to a domestic violence restraining order, or a person with a prior misdemeanor domestic violence conviction
Using or carrying a firearm during and in relation to a drug trafficking crime or crime of violence
Straw purchasing, which involves buying a gun on behalf of someone who is legally barred from owning one
Unlicensed dealing in firearms without a federal firearms license
Trafficking firearms across state lines
Possession of an unregistered short-barreled rifle, short-barreled shotgun, silencer, or machine gun under the National Firearms Act
Making false statements on a federal firearms form (ATF Form 4473)

Each of these offenses carries its own set of elements that the government must prove, and each comes with its own range of potential sentences. Some charges can be resolved without mandatory minimum prison terms, while others leave the court with very little discretion during sentencing.

When Do Federal Authorities Get Involved in Gun Cases?

Not every firearm offense ends up in federal court. State and local law enforcement handle a large share of gun-related arrests, and many of those cases stay within the state system. Federal involvement typically occurs when certain circumstances are present.

Federal authorities are more likely to step in when the alleged conduct crosses state lines, involves organized criminal activity, or occurs in connection with a federal drug investigation. In recent years, cases involving “ghost guns,” untraceable firearms, or modifications that convert weapons into machine guns have drawn increased attention from federal agencies.

Prior felony convictions, repeat firearms offenses, and situations where a firearm was used during an alleged violent crime also tend to draw federal prosecution. In some jurisdictions, federal prosecutors and local law enforcement may operate joint task forces specifically designed to identify and charge people under federal firearms statutes.

How Strictly Are Gun Crimes Prosecuted at the Federal Level?

One of the most serious gun charges under federal law involves violations of 18 U.S.C. 924(c), a statute that makes it a separate crime to use, carry, or possess a firearm in connection with a drug trafficking offense or a crime of violence.

Federal firearms cases are prosecuted aggressively. According to data from the United States Sentencing Commission for fiscal year 2024, the average sentence for people convicted under 18 U.S.C. 924(c) was 150 months. That is 12 and a half years, and it applies on top of any sentence the person receives for an underlying violent crime or drug crime. Sentences under 924(c) are also required to run consecutively, meaning they cannot be served at the same time as another sentence.

Beyond 924(c), federal sentencing guidelines for firearms offenses generally result in longer sentences than state courts impose for similar conduct. The guidelines take into account factors like the number of firearms involved, the type of weapon, the defendant’s criminal history, and whether the offense involved drug trafficking. Federal prosecutors are also less likely to agree to plea arrangements that significantly reduce penalties compared to what state prosecutors might offer.

Differences Between Federal Gun Trials and State Gun Trials

The procedural landscape in federal court is different from what most people experience in state court. Federal rules of evidence are applied strictly, the discovery process operates under different deadlines and standards, and juries are drawn from a broader geographic pool.

Federal prosecutors also tend to be more selective about which cases they bring to trial. By the time a case reaches a federal indictment, the government has often already gathered substantial evidence, including surveillance, cooperating witness testimony, financial records, and communications.

That does not mean a conviction is inevitable, but it does mean that the defense must be prepared to challenge evidence, cross-examine witnesses, and build a coherent theory of the case from the earliest stages of a case.

Defenses Against Allegations of Firearm Trafficking

Firearm trafficking charges are often based on circumstantial evidence, patterns of purchase, or the testimony of cooperating individuals. A strong defense requires a close look at the government’s evidence and the legal theories behind the charge.

One common defense involves challenging the element of knowledge or intent. Trafficking charges require proof that the defendant knew the firearms were going to someone who could not lawfully possess them or intended to distribute them illegally. If the government cannot establish that mental state, the charge may not hold.

Fourth Amendment challenges are also significant in these cases. Evidence obtained through unlawful searches of vehicles, homes, or storage units may be subject to suppression, and removing that evidence from the government’s case can change the outcome entirely.

Disclaimer: This article is for general informational purposes only and does not constitute legal advice. Reading this article does not create an attorney-client relationship. Laws vary by jurisdiction and change over time, and the application of the law depends on the specific facts of each case. Anyone facing a federal firearms charge or any criminal matter should consult a qualified attorney licensed in the relevant jurisdiction for advice specific to their situation.

AI Bots Are Blending In, and Businesses May Not Be Ready

Kivo Daily Staff on June 4, 2026

By: Dean Channing

Modern cyberattackers are no longer just trying to break into enterprise systems. They’re blending in. New research, the AI Bots in 2026: Risk, Readiness, and Governance report sponsored by Hydrolix, reveals a concerning disconnect between perceived vs. actual preparedness: while nearly four in five (79%) enterprise security leaders are confident they can detect bot activity, just 23% have a proactive, governance-driven program in place to detect and manage bots. This 56-point disparity between confidence and operational capability is a clear sign that companies are not as prepared as they think they are when it comes to detecting, understanding, and making business decisions related to AI-powered bots.

The Failure of Traditional Bot Defense

Current detection models are fundamentally mismatched to the modern AI-powered threat landscape. Historically, malicious traffic was obvious, characterized by volume spikes, known signatures, or abnormal behavior that perimeter tools like Web Application Firewalls (WAFs) could easily flag. Today, the economics of attack have shifted; AI enables attackers to automate processes like IP rotation to launch massive, targeted attacks like credential abuse (the top threat vector at 74% of attacks) and DDoS at a scale that was previously cost-prohibitive.

The Blended Threat: Bots Mimic Users

The most critical change is behavioral: contemporary AI-driven bots are specifically engineered to mimic human session patterns, effectively “blending in” to avoid detection. These sophisticated bots operate within normal parameters, occupying a “gray zone” that is neither clearly benign nor explicitly malicious. This new reality is proving challenging for most enterprises:

• Only 33% of organizations report that their detection solutions successfully blocked more than half of AI bot traffic in the last 12 months.

• Forty-five percent of enterprises update their detection rules only weekly, creating critical attack windows given the speed of AI-driven adversaries.

• One in four enterprises cannot even distinguish malicious bots from legitimate ones.

The Hidden Cost: Customer Experience Erosion

While immediate cyberattacks are the current primary impact for 50% of organizations, the report indicates a significant shift over the next 12 months: 54% expect the main consequence to be customer experience (CX) degradation. The fundamental issue is classification, not just detection. As Hydrolix VP of Product Simon Ouderkirk notes, the “most dangerous space in bot management is the gray area between defining beneficial and malicious AI bots.” The challenge is compounded by the fact that many organizations rely on bots for essential functions like uptime monitoring (51%) and SEO (48%). Blanket blocking is not a viable strategy.

To close the 56-point gap between confidence and capability, organizations must prioritize:

• Real-Time Classification: Moving beyond reactive defenses to actively decipher between types of bots and their motives.

• Data Retention: Investing in retaining full-fidelity data long enough to identify patterns and find the “why” of incidents in real-time.

• Continuous Adaptation: Building controls that adapt constantly to the evolving AI bot threat landscape and, for beneficial bots, give them access to the data they need in real-time.

By prioritizing real-time classification, long-term data retention, and continuous adaptation, organizations can finally close the 56-point readiness gap and build a bot management strategy capable of defeating the next generation of AI-driven, blended threats, while optimizing good bots to the business’s advantage.

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