Year: 2026

11 Ways to Beat ‘Streamflation’

What is Streamflation

4 min read

What is StreamflationThe cost of streaming subscriptions is on the rise, and you have to ask: Are they really worth it? Especially when it’s summer, and you’re taking advantage of the beautiful weather. Here are some ways to entertain yourself, friends and the fam that are either no- or low-cost – and might be better than binging on yet another series.

Have ‘Zero Dollar’ days. Set aside one or two days a week where you don’t spend a cent. Make your lunch the day before. Cook dinner at home, and then end the day with a walk at a nearby park.

Plant a garden. All you need is a few seeds (or plants), a place to dig and you’re good to go. Best of all, it will keep you busy all summer long. It’s something, too, that you can do with friends and family. Can you say togetherness?

Practice plogging. What, what, what? Yes, plogging is a real word and a mash-up of a Swedish word, plocka, meaning “to pick,” and jogging. As you’re jogging, or even walking, pick up trash along the way. You’re not only helping your body but also bettering your community and the environment.

Visit free museums. If it’s just too hot to be outside, get some A/C and some culture – without parting with your moolah. Just Google “museums near me,” and you’ll be all set.

Play board games. Scrabble or Monopoly, anyone? What about Gin Rummy or Hearts? Make a light summer salad for dinner, gather with your buds and/or progeny, and have some fun.

Make your own popsicles. What a great money-saving hack. Buy a cheap popsicle mold at Walmart, your neighborhood home goods store, or online. Fill it up with yogurt, fruit, or anything else that sounds delish, freeze, and dig in. Here’s a list of recipes you can experiment with!

Start a book club. Books, remember those? Turn off the Netflix, go to the library or browse online, pick a book that looks good, and gather with friends and family. And bing bang boom, it’s a book club! Sometimes, theater of the mind is so much better than what’s on the idiot box.

Join a Buy Nothing group. This is a collection of people who believe in giving and sharing products instead of engaging in consumerism. With this, you will save money and meet new people. Check out the movement here.

Run through the sprinklers. If you don’t want to go to a pool or one’s not nearby, turn on the sprinklers, suit yourself and your kiddos up in swimsuits, and take off! It’s a quick way to cool down.

Go thrifting. This is something all the cool kids are doing – and have been for some time. Find out where your local second-hand shops are and dive in. You could find some designer gems for very little cash. And usually the stores have A/C, so this is yet another activity to beat the heat.

Stargaze. Wait until after sunset, grab a cool beverage and find a place where you can just sit and be amazed at the universe. If you look long enough, you’ll see shooting stars. After all, nature is one of the best free playgrounds we have.

These are just a few of the many things you can do to lower costs this summer. We’re not saying don’t watch TV, but just that there are so many other things to do that will bring you happiness – and on a budget.

Sources

67 Free & Fun Things to Do This Summer | Apartment Therapy

Small Financial Habits to Set You Up for a Successful 2026

Beyond Passwords: Why Recent 24B Records Leak is Wake-Up Call for Stronger Authentication

24B Records Leak, Beyond Passwords

4 min read

24B Records Leak, Beyond PasswordsThe recent discovery of a publicly available Elasticsearch cluster, a group of interconnected search servers, containing 24 billion exposed records, is among the largest-scale data breaches, highlighting the troubling reality that passwords have become a weak link in modern digital security.

For years, one of the responses to cyberthreats has been to create stronger passwords, implement password rotation policies, and deploy password managers. Despite all these efforts, credential-related attacks continue to dominate the threat landscape.

The latest threat is a reminder that the problem is not simply password hygiene – but the password itself.

The Weaknesses of Password-Based Security

Passwords were designed for a simpler era of computing. Today, passwords are used to protect everything from corporate networks and cloud applications to banking platforms and healthcare systems. Even with the evolution in computing, the basic principle of passwords remains unchanged. That is, access is granted on a secret that can be stolen, guessed, reused, or shared.

The 24 billion record leak demonstrates the scale of this vulnerability. This means cybercriminals now possess records of usernames, email addresses, login URLs and passwords that can be weaponized against organizations.

The password challenge is made worse by human behavior. Users often reuse passwords across multiple accounts, use predictable combinations, or rely on slight variations of existing credentials. This means a breach affecting one platform can easily become a gateway to many others.

Unfortunately, organizations continue to invest heavily in securing networks, endpoints and applications while still relying on an authentication mechanism that is failing to withstand today’s threat environment.

Why Traditional Defenses Are No Longer Adequate

The greatest danger that arises from a big password leak is credential stuffing attacks. In these attacks, cybercriminals systematically test stolen username and password combinations across thousands of websites and applications using automated tools. Since users frequently reuse credentials, attackers can achieve high success rates with minimal effort. The credential stuffing attacks model allows threat actors to compromise accounts without exploiting software vulnerabilities or bypassing sophisticated security controls.

Even password managers, although valuable, are not the best solution. They help users generate and store stronger credentials, but are not immune to phishing attacks, session hijacking, malware-based credential theft, or social engineering attacks.

Multi-factor authentication (MFA) improves security. However, attackers have increasingly taken advantage of MFA fatigue attacks, SIM-swapping, and real-time phishing proxies.

Simply put, organizations are investing significant resources to protect a flawed authentication model.

Passwordless Authentication: The Next Evolution of Identity Security

The business impact of credential compromise has far-reaching consequences. The solution today is not the use of stronger passwords – but instead, reducing dependence on them altogether.

Passwordless authentication promises more secure methods that are resistant to phishing, credential theft, and reuse attacks. Several technologies are emerging as a replacement for traditional credentials.

  1. Passkeys
    A passkey is a fast identity online (FIDO) authentication credential where, instead of typing a secret word, a user device confirms who they are using built-in security. An example is when you log in to a Google account, and your phone simply asks for your fingerprint or face scan.
  2. Biometric Authentication
    This adds another layer of convenience and security. It includes fingerprint scans, facial recognition, and other biometric identifiers. These allow users to authenticate using characteristics that are unique to them rather than information they must remember.
  3. Hardware Security Keys
    This provides another powerful option. It involves the use of physical devices such as YubiKeys or Google Titan Security Keys that authenticate users through public-key cryptography. Because the private key never leaves the device, it provides strong protection against phishing and credential theft and is widely considered among the most effective defenses against account compromise.

Despite the advantages of these passwordless methods, adoption remains low. Many organizations continue to operate legacy systems designed around traditional username and password models. It is worth noting that the integration of modern authentication frameworks does require significant planning and investment. However, it should be considered as an evolution that requires strategic commitment rather than a quick fix.

Final Thoughts

The recent exposure of 24 billion records is more than another headline-grabbing cybersecurity incident. It is evidence that the password-centric model of digital security is no longer secure. This should prompt organizations still using the traditional password methods to adopt passwordless authentication.

As technology advances, new security challenges will arise, including the emergence of quantum computing and the need for quantum-resistant cryptography. These developments reinforce the lesson that security cannot remain static. The goal is not to predict every future threat, but to build security architectures that evolve with technology. 

Securing Funding for Border Patrol, Homeland Security and Small Businesses

Securing Funding for Border Patrol, Homeland Security and Small Businesses

3 min read

Securing Funding for Border Patrol, Homeland Security and Small BusinessesSecure America Act (S 2) – The Secure America Act is a federal budget reconciliation bill that funds homeland security. It was introduced by Sen. Lindsay Graham (R-SC) on May 20. The bill allocates $22.6 billion to Customs and Border Protection; $3.5 billion for border security technology improvements; $38.5 billion to Immigration and Customs Enforcement (ICE); and

$5 billion to the Department of Homeland Security. The act was passed in the Senate on June 5, in the House on June 9, and was signed into law by the president on June 10.

Investing in All of America Act of 2025 (HR 2066) – Introduced on March 11, 2025, by Rep. Daniel Meuser (R-PA), this legislation revises how private capital is defined and adjusts Small Business Investment Company (SBIC) leverage limits. The net result is that it increases the amount of long-term capital available to American small businesses. The bill passed in the House on Dec. 1, 2025, in the Senate on April 15, and was enacted on May 19.

FIRE Act (HR 6387) – Introduced by Gabe Evans (R-CO) on Dec. 3, 2025, this bill addresses a current quandary between federal air quality enforcement and state-level wildfire prevention. In an effort to curb wildfires, some states conduct controlled burns. However, these prescribed burns do not always comply with national air quality standards. The act would amend the current Clean Air Act to exclude state wildfire mitigation activities from air quality compliance calculations. The fix remains controversial because some lawmakers see it as a gateway to weakening the nation’s air quality standards. The FIRE Act passed in the House on April 22 and is now in the Senate for consideration.

Combating Organized Retail Crime Act of 2025 (HR 2853) – This legislation focuses on the customs enforcement side of ICE. It would authorize a unit that coordinates law enforcement for organized crime involving the shipping and sale of illegally obtained goods and counterfeit products via online and physical marketplaces. The bipartisan bill was introduced by David Joyce (R-OH) on April 10, passed in the House on May 12, and is under consideration in the Senate.

Defending American Property Abroad Act of 2026 (HR 7084) – This law enables the president to prohibit vessels from entering any port, harbor, or marine terminal in a Western Hemisphere country that commandeered property owned by a U.S. citizen or corporation. Failure to abide could trigger a total ban from U.S. waters. The injunction can be lifted once the property is returned by the offending country with acceptable compensation or some other resolution. The bill does include exemptions for legitimate maritime emergencies. This largely bipartisan bill was introduced by Rep. August Pfluger (R-TX) on Jan. 15. It passed the House on March 27 and is currently under consideration in the Senate.

Personal Versus Enterprise Goodwill: What You’re Really Selling

Personal Versus Enterprise Goodwill

4 min read

Personal Versus Enterprise GoodwillPicture two heating-and-cooling companies at opposite ends of the same town. Same revenue, same trucks, same crew. The first one runs on its owner, a guy who spent 20 years building a name, and people call the office because they want him on the roof. The second runs on a brand, a dispatch system, and a phone number folks have had memorized since the ’90s. On paper, the two look like twins. But put them up for sale, and they fetch very different prices – and the reason is goodwill, the chunk of value that has nothing to do with the trucks and everything to do with why the phone keeps ringing.

The Value That Stays

That second company has what valuators call enterprise goodwill. It lives in the business itself: the location people drive past, the name they already trust, the systems that keep running through the two weeks when the founder goes to Cabo. Whoever buys the place inherits all of it, and that is what a buyer pays up for. They are not wagering on one person’s stamina. They are buying an operation that keeps producing after the seller is a memory.

The Value That Walks Out the Door

The first company has personal goodwill, where owners talk themselves into a number the market will not pay. When the clients are loyal to the owner, the referrals come because of the owner, and the day he retires, half the revenue walks out behind him; you cannot deed that over the way you hand across the keys to a van. A business built on one person almost always sells for less, because the buyer is left guessing how much of it actually survives the handoff.

It can be salvaged. A tight employment agreement and a non-compete can keep the seller out of the market long enough for relationships to take root with the new owner. In a lot of these deals, choreographing that single transfer is the whole negotiation.

It Comes Up in Divorce, Too

The same split shows up in divorce, usually not the way people expect. State law varies, but courts tend to treat enterprise goodwill as a divisible marital asset while setting personal goodwill aside, on the logic that it is really the spouse’s future earning power rather than property to carve up. Arizona is one of the states that has swept professional goodwill into the marital estate anyway, in the right case. Wherever it gets heard, someone has to draw that boundary, and a lot of money rides on where the line lands.

Putting a Dollar On It

So how do you put a dollar figure on something this slippery? One of the cleaner tools is the With and Without Method. You build two futures for the company and discount each one back to today. In the first, the key owner stays. In the second, he walks and starts competing down the street. The cash flow that bleeds out of that second version is the value the first one was quietly protecting.

Go back to our first owner and say his presence is worth a formal non-compete. With him locked in, free cash flow runs $10 million a year. With him loose and competing, it slips to $7.5 million. Discount each stream at 7.5 percent over eight years, and the protected version is worth about $58.6 million in today’s dollars against roughly $43.9 million without. That gap, near $14.6 million, is the price tag on the non-compete.

A real engagement would not leave it that clean. I would model how fast the business rebuilds the revenue it lost and weigh the result for how likely the owner is to actually go compete. But the bones of it are exactly that.

What to Take Away

Here is the part worth holding onto. Get this distinction wrong, and you can leave seven figures on the table at a closing or in front of a judge. The line between personal and enterprise goodwill does not draw itself. If you are eyeing an exit, weighing an offer, or fighting over a number in a dispute, get someone to mark it before the other side marks it for you.

Tax Considerations for Data Center Projects in the Age of AI

4 min read

Tax Considerations for Data Center ProjectsArtificial intelligence is driving an unprecedented surge in data center construction. Developers, private equity sponsors and their tax advisors are navigating a complicated web of questions that touch everything from ownership structure to site selection to power sourcing. Get the early decisions wrong and the tax consequences can follow a project for years.

Why REITs Have Become the Structure of Choice

Private equity has increasingly turned to real estate investment trusts when backing data center projects. Structure a REIT correctly, and you sidestep corporate-level taxation entirely. Foreign investors get an even better deal. Sovereign wealth funds and foreign pension funds can participate without any obligation to file U.S. tax returns. Data centers, with their heavy real estate footprint, slot into the REIT framework more naturally than many other asset classes.

That said, the fit is not seamless. Related party rent rules create traps for the unwary. Public pension funds and sovereign wealth funds need to confirm they do not hold stakes in both a data center REIT and its tenant. Another wrinkle involves equipment. Data centers demand significant upfront investment in personal property that may not count as qualifying REIT assets. The tax code requires that 75 percent of a REIT’s total asset value consist of real estate, cash, and government securities at each quarter’s close. Developers often must segregate personal property until the REIT builds up enough good assets to clear that hurdle.

The Power and Water Challenge

Reliable power and water access have become one of the toughest operational problems in the industry. Demand is so intense that many developers are generating their own electricity on-site. The tax treatment of these co-located power facilities depends heavily on the energy source and delivery method. Get it wrong, and the generation asset may not qualify for REIT treatment.

Solar photovoltaic systems sit on relatively solid ground under existing guidance. Nuclear and natural gas, which many see as the next wave of data center power, do not. Current rules leave significant uncertainty around whether these sources can work within a REIT structure.

Legislative and Executive Developments

The IRS priority guidance plan for 2025 and 2026 contains no projects aimed squarely at data centers. Regulation section 1.856-10(g), finalized in 2016, includes an example analyzing customized electrical and telecommunications systems in a data center context, but practitioners continue pushing for clearer rules on alternative energy.

Congress may offer relief on the waterfront. In April 2025, Representative Darin LaHood of Illinois proposed a new section 48F that would provide a 30 percent credit for qualifying water reuse projects, including on-site recycling systems at data centers. With U.S. data centers projected to consume 33 billion gallons of water by 2028, the bill attracted 21 cosponsors and bipartisan support.

The White House has made its priorities clear as well. The Trump administration’s July 2025 AI action plan established a goal of achieving global dominance in artificial intelligence, with infrastructure as one of three pillars. An executive order, issued July 23, 2025, focused specifically on reducing federal regulatory obstacles to data center construction.

Conclusion and OBBBA Incentives Worth Watching

Several provisions in the One Big Beautiful Bill Act benefit data center projects, even though lawmakers did not design them with that sector in mind. The return of 100 percent bonus depreciation under section 168(k) matters enormously for an industry requiring massive capital outlays.

Rural Opportunity Zones sweeten the economics further. Investments in qualified rural opportunity funds now qualify for a 30 percent basis step-up after five years, triple the 10 percent available in standard zones. A special rule targeting improvements to existing structures in rural areas cuts the substantial improvement threshold to 50 percent of adjusted basis, compared to more than 100 percent for non-rural funds.

Developers and investors evaluating new projects will find that entity structure, site selection, and the shifting regulatory environment all interact in ways that directly affect the bottom line. Getting the tax picture right from the start remains essential.

Understanding the EV/2P Ratio

3 min read

What are the EV/2P RatioWhen it comes to raw materials, especially for fossil fuels, it’s essential to evaluate existing and potential production capabilities for such companies. Using the EV/2P Ratio is a powerful tool when evaluating fossil fuel-related companies.

Defining the Ratio

This ratio is calculated by dividing a business’ enterprise value into the company’s reserves. It provides financial analysts, investors and internal business stakeholders with a snapshot of a company’s reserves and the business’ likelihood of preserving operation growth. This standardizes valuations, thereby allowing analysts to compare company-to-company financials.

How to Calculate EV/2P

Enterprise Value (EV) / Total 2P Reserves

Defined as: Enterprise Value = Equity (open market price) + Debt (open market price) – Cash and Cash Equivalents

2P = Proven and Probable Reserves

Illustrating the Calculation

If a company’s capitalization is $300 million and debt consisting of $225 million, along with $30 million for proven reserve value, $20 million in probable reserves, and $25 million in possible reserves, the company’s resulting enterprise value becomes:

$300 million + $225 million = $525 million

The 2P reserves is:

$30 million + $20 million = $50 million

Plugging the numbers into the original formula, it’s: $525 million / $50 million = 10.5x (multiple)

Based on the resulting 10.5 multiple, this ratio provides a current valuation that translates to for every $1 in 2P reserves equals $10.50 of a market valuation.

Reserves are how internal/external stakeholders value the production/growth potential of oil/gas companies. It’s broken down into two categories:

1.) P1 are proven reserves, which are the highest caliber reserves. There’s at least a 9 in 10 percent likelihood (or more) of recoverable reserves. It’s also known as P90.

2.) Probable reserve (also known as P50) has an even chance of either non-recoverability or realized recoverability. This is the next best, but a lesser grade than P1.

These two resource categories are referred to as 2P.

Putting it in Perspective

Depending on the company’s calculated EV/2P Ratio, the business owner or investor can determine a course of action to take.

If it’s higher, it’s more highly valued than its competitors based on the same level of 2P reserves; therefore, the company’s shares are more expensive against its peers. This can give investors pause because other undervalued stocks are more attractive due to a higher likelihood they’ll appreciate.

However, if a company is valued higher, but the company is more efficient or a higher performer, investors also may be interested because its production and earnings justify the higher valuation. That’s why looking at the metric in a silo is not effective.

Debt Concerns

When it comes to debt and analyzing this ratio, fossil fuel businesses are often highly levered since they use massive sums of debt for research and development and continued operations.

Since the EV value looks at debt and equity concurrently, analyzing a company’s capital structure is essential when comparing companies’ valuations. Essentially, if a company has too much debt and if interest rates suddenly increase or it can’t service debt if the price of crude plummets, it may run into debt servicing issues.

While this ratio is effective in providing a level playing field for analytical uses, it’s important to remember that it needs to be used in conjunction with comprehensive financial analysis.

Version 6

What to Expect with an IRS Audit

4 min read

What to Expect with an IRS AuditIf the IRS sends notice that you’re being audited, you’re likely to become anxious. However, not all audits mean you did something wrong. In most cases, it is simply a matter of verifying information on a tax return or perhaps correcting a minor error. Knowing what to expect – and how to respond – can help alleviate stress and make the audit more manageable.

An IRS audit (also referred to as an examination) is a review of your records to confirm that the information on your tax return was reported accurately and follows tax law. The best way to prepare for an audit is to respond on time, present organized and complete records, be cooperative, and communicate professionally.

Technically, most audits are triggered via an automated scoring system referred to as the DIF, which stands for Discriminant Information Function. The system flags something on your tax return that stood out. This could be inconsistencies, missing income, unusually high deductions, or inputs that don’t match information the IRS already has. Here are three key facts about IRS timing for audits:

  • The IRS generally looks back three years based on the statute of limitations
  • Most audits are related to returns filed within the past two years
  • In cases of substantial errors, audits can extend up to the last six years, especially in cases where it is believed that more than 25 percent of gross income was omitted from the filing
  • There is no statute of limitations in cases of fraud or failure to file

The Audit Process

Almost all IRS audits start with a letter stating that your return has been selected for examination. This notice will be sent by mail – not a phone call, text, or email. The letter will include the name of your assigned reviewer, his or her IRS identification number, and phone number. You should call the IRS directly to verify this information, as scammers are known to impersonate the IRS to steal money or personal data.

You may be asked to provide a variety of specific documents based on what issue(s) triggered the audit. Be sure to provide copies, not originals. Depending on your situation, the requested documents could include:

  • Income records
  • Investment statements
  • Bank forms
  • Receipts and bills
  • Canceled checks
  • Legal documents (such as divorce or custody agreements)
  • Loan agreements and settlement statements
  • Travel logs, diaries, or ticket stubs
  • Medical and dental records
  • Theft or loss of documentation (insurance claims, photos, police reports)
  • Employment records
  • Schedule K-1 forms for partnerships or S corporations

The following are the three types of IRS Audits:

Correspondence Audit – These are the least complex and are conducted entirely by mail. Sometimes the IRS simply identifies a math error or missing income and asks for payment or clarification. You can either pay the amount due or respond with documentation if you believe the IRS is incorrect.

Office Audit – An office audit requires you to visit an IRS office with the requested records. You will receive an Information Document Request (IDR) form detailing what to bring. Showing up with organized records can help resolve these audits quickly.

Field Audit – The field audit is the most extensive. An IRS agent will come to your home or business to review records. Although you will receive an IDR in advance, the agent may decide to escalate the review if he notices any “large, unusual or questionable” (LUQ) items.

The key points to remember are that poor recordkeeping and/or lack of cooperation tend to trigger a more detailed and time-consuming audit.

Once the Audit Is Complete

After the audit, the IRS will issue a report describing its findings. It may determine that no changes are necessary to your return; that you owe additional tax; or that you may be owed a refund. Should you disagree with the findings, you have options:

  • Request to meet with an IRS manager
  • Use mediation or alternative dispute resolution
  • File an appeal with the IRS
  • Take the case to court if necessary

If you agree with the audit findings, you’ll need to sign the examination report and choose from various payment options if you owe any taxes.

6 Tips for Your Mid-Year Check In

3 min read

6 Tips for Your Mid-Year Check InIt might be hard to believe, but yes, it’s almost the middle of the year and the perfect time to take a look at how you’re doing financially: are you fiscally fit or do you need a few adjustments? Whether it’s saving more, paying down debt, or prepping for retirement, you still have time to effect change. Here are a few ways to get started.

Review Your 2026 Financial Goals

Kind of a no-brainer, but ask yourself:

  • Have I saved as much as I planned?
  • How’s my progress at paying off debt?
  • Have my priorities changed since the new year?

In addition to these things, other important goals might include building your emergency fund (broken dishwasher, for instance); saving for a vacation; and finally, the certainty no one can escape – tax preparation.

Go Over Your budget and Spending

Your habits might have shifted over the past few months, so places to put a lens on might be:

  • Where have I increased spending?
  • Do I really need all those subscriptions?
  • Can I pay a little more on debt?

In the second half of the year, other things to consider include insurance renewals, back-to-school expenses, and year-end medical costs.

Revisit Your Retirement Contributions

This might be far away or near soon. No matter, it’s critical to keep an eye on the following things:

  • Your 401(k) or employer retirement plan contributions
  • Employer match opportunities
  • IRA contributions

If you can increase funding for any of these, now’s the time to do so. Retirement comes along more quickly than you think.

Give Your Employee Benefits a Looksee

Take time to go over:

  • HSA or FSA contributions
  • Health insurance
  • Life insurance and disability coverage

You might have other benefits, of course, to review. And while many people wait until open enrollment to give these a think, you don’t have to be one of them. Take action now to amend them so you’ll be better prepared for the rest of the year.

Start Your Taxes for Next Year

Between now and July, you can get a jumpstart by planning ahead – and you won’t be stressed when it’s actually tax time. Taking a look now can help you:

  • Estimate your taxes
  • Find ways to reduce your taxable income
  • Plan retirement contributions before year-end.

Recalibrate Your Plan for the Rest of 2026

So now that you’ve taken inventory of your finances, you can adjust for the remaining months. Your new plan might include:

  • Setting up an automatic transfer to savings – it’s so easy, and you’ll never miss it
  • Increase retirement contributions – even 2 percent makes a difference
  • Concentrate on one debt to pay off.

The idea is not to change everything all at once. Your goal should be to take small steps so you can move forward with confidence and finish the year strong. All it takes is a little time. And as we know, time is money. Make the last six months of 2026 count!

Sources

https://www.benefitandfinancial.com/blog/mid-year-financial-review-are-you-on-track-for-2026

The ROI of Autonomy: Measuring the Business Value of Agentic AI Workflows

4 min read

Measuring the Business Value of Agentic AI WorkflowsBusinesses are moving beyond basic automation into a new era of intelligent, self-directed systems. While automation helps with streamlining repetitive tasks, agentic AI workflows enable systems to make decisions, take action, and continuously improve with minimal human oversight.

Most businesses adopting agentic AI have no structured way to prove it is working. Although they can feel the difference, they can’t measure it. Without measurement, return on investment (ROI) conversations stall, budgets get cut, and genuinely transformative tools get shelved.

What Makes Agentic AI Workflows Different

Agentic AI workflows are designed to operate with a degree of independence. Unlike traditional automation, which follows predefined rules, agentic systems are goal-oriented.

Once given an objective, they plan, execute, adjust, and complete tasks across multiple steps, tools, and decisions without requiring human intervention. For example, an agentic workflow may pull data from multiple systems, analyze it, draft a report, flag anomalies, and email a summary.

Another example is a supply chain AI agent that not only highlights anomalies but can also reorder stock, renegotiate pricing thresholds, and even reroute logistics as these actions fall within predefined objectives.

Agentic AI can also improve efficiency and productivity by identifying inefficiencies in workflows and adjusting them in real time.

For businesses facing rising labor costs and increasing demand for speed and personalization, this evolution is more than a technological advancement. It offers a strategic advantage.

Why ROI Measurement Is Different for Agentic AI

Traditional ROI models are rather straightforward as they compare the cost of a system to the output generated. ROI on projects using traditional models is measured based on cost savings, headcount reduction and cycle-time compression. However, agentic AI is more dynamic because the systems improve over time. This means the output isn’t static – rather, it compounds. These systems also reduce the need for ongoing supervision, operate continuously, and often uncover efficiencies that were not initially anticipated.

As a result, the ROI of agentic AI is not just immediate cost savings but also includes long-term gains. These gains include improved decision-making, faster execution, higher productivity, strategic agility and the ability to scale operations without a proportional increase in cost. Measuring this kind of value requires a broader, more forward-looking approach.

Key ROI Drivers of Agentic AI workflows

  1. Operational efficiency – unlike conventional automation that is vulnerable to dynamic environments due to fixed rules, agentic AI responds to changes automatically. These systems continuously learn and optimize, delivering ongoing improvements without additional manual effort.
  2. Real-time responsiveness – customers expect real-time interaction. Agentic workflows enable this through systems that are always on and context-aware.
  3. Scalability – businesses can handle increased demand without a corresponding increase in operational costs or headcount, allowing more efficient growth.
  4. Cross-departmental reach – Agentic AI agents can seamlessly connect workflows across different departments like HR, IT, and finance. This reduces operational friction between teams and enhances overall efficiency.
  5. Productivity gains – Agentic AI can operate 24/7, completing tasks faster and with greater consistency than human teams. This allows employees to focus on higher-value work, increasing overall organizational productivity.
  6. Cost reduction – by automating complex workflows, businesses can reduce reliance on manual labor, minimize errors, and eliminate inefficiencies. This can translate into significant savings.
  7. Revenue growth – Agentic AI enables faster go-to-market strategies and more personalized customer experiences. This can directly impact conversion rates and revenue.
  8. Improved decision quality – With access to real-time data and advanced analytics, agentic AI systems can make quick, informed decisions. This reduces human bias and enhances accuracy in areas like forecasting, inventory management, and customer engagement.

Strategies for Evaluating Agentic AI ROI

To measure agentic AI ROI, businesses need a structured approach that connects AI deployment to business outcomes.

  1. Identify high-impact workflows – repetitive, resource-heavy processes like IT support, sales operations, or compliance.
  2. Establish baseline measurements by documenting current costs, completion times, error rates, and headcount before deployment.
  3. Compare pre- and post-implementation performance by checking utilization rates, tasks completed, and infrastructure costs to confirm operational sustainability.
  4. Estimate agentic impact by projecting improvements in speed, cost, throughput, and quality.
  5. If implementing agentic AI in phases, use control groups to isolate its impact from other organizational changes.
  6. Measure real business outcomes, including cost reductions, revenue growth, and productivity gains.

Conclusion

Traditional automation delivered value by reducing manual effort. Agentic AI, on the other hand, reduces decision latency, operational friction, and coordination costs. Therefore, AI agents’ ROI is not defined by savings alone. Its real value lies in the ability to generate compounding returns across multiple dimensions of a business. By adopting a broader view of ROI, organizations can better assess impact, build stronger adoption cases, and identify new opportunities for optimization.

Stalemates in Voting Rights and ICE Legislation; Small Business Funding Expanded

4 min read

Stalemates in Voting Rights and ICE Legislation; Small Business Funding ExpandedSafeguard American Voter Eligibility Act (S 1383) – Also known as the SAVE America Act, this bill passed in the House on Feb. 11 but stalled in the Senate due to the Democrat filibuster. The bill would require states to verify documentary proof of citizenship and current residential address when Americans apply for federal voter registration. The easiest documentation would be a birth certificate or passport that confirms their current legal name (most women change their last name after marriage, so they require additional documentation, such as a marriage certificate). However, research from the Bipartisan Policy Center found that nearly 1 in 10 registered voters do not have access to their birth certificate, and 52 percent do not have an unexpired passport with their current legal name. Note that these registration requirements kick in any time current voters update their registration, such as for an address change or to switch political party affiliation. The bill also requires a specific type of photo ID to cast a ballot. A driver’s license is acceptable, but not student IDs or a tribal ID that lacks an expiration date (which tribal IDs do not contain). The president is also insistent that the legislation include unrelated restrictions for transgender Americans. The debate over this bill continues in the Senate.

Department of Homeland Security Appropriations Act, 2026 (HR 7744) – This is the bill that has held up appropriations for the Department of Homeland Security (DHS) for the fiscal year ending Sept. 30, 2026. The bill was introduced by Rep. Tom Cole (R-OK) on March 2 and passed in the House on March 5. However, it triggered a partial government shutdown and is under heated debate in the Senate. Republicans insist on passing the complete bill with increased funding for national security and border protection. The legislation also includes provisions prohibiting funds for Diversity, Equity, and Inclusion and Critical Theory programs, as well as abortions and gender-affirming care for ICE detainees. Senate Democrats are seeking to include guardrails that would prohibit ICE agents from wearing masks or entering homes, schools, hospitals, etc., without a judicial warrant. Currently at a stalemate, Republicans will likely try to pass funding for the Department of Homeland Security (DHS), more money for ICE, and components of the Save America Act through a budget reconciliation bill.

Small Business Innovation and Economic Security Act (S 3971) – On March 3, Sen. Joni Ernst (R-IA) introduced this bipartisan bill to reauthorize the Small Business Innovation Research and Small Business Technology Transfer (SBIR/STTR) programs. These programs, also known as America’s Seed Fund, expired last September. The new bill enables certain agencies to award a portion of their funds to larger projects focused on technology transition, rather than incremental R&D. These agencies, which include the Departments of Defense, Energy and Homeland Security, the Environmental Protection Agency and the National Aeronautics and Space Administration, may award up to $30 million to small business projects that prioritize national security, customer demand and undercapitalized technology areas. The bill passed in the Senate on March 3, the House on March 17, and was signed into law by the president on April 13.

Tyler’s Law (S 921) – The purpose of this bill is to issue guidance for hospital emergency departments to implement fentanyl testing as a routine procedure for patients experiencing an overdose. The current standard procedure tests for marijuana, cocaine, amphetamines, PCP, and natural and semisynthetic opioids, but not synthetic opioids like fentanyl – something many ER practitioners are unaware of. The bill is named for Tyler Shamash, a California teenager who died of an overdose after he passed a drug test in an emergency room that did not include fentanyl. The bipartisan bill was introduced by Sen. Jim Banks (R-IN) on March 10, 2025. It passed in the Senate on March 23, 2026, and is currently awaiting a vote in the House.

To require the Secretary of Homeland Security to designate Haiti for Temporary Protected Status (HR 1689) – This bill was introduced on Feb. 27, 2025, and passed in the House on April 16, 2026. Amid rampant immigration enforcement, this bill is designed to extend temporary protected status for Haitian migrants through 2029. TPS is intended to provide a safe haven for foreign nationals whose home countries are experiencing temporary unsafe conditions, such as from a natural disaster or civil unrest, for which Haitians continue to qualify. This largely partisan legislation faces an uphill battle in the Senate, as well as a likely veto by the president. In February, the president revoked TPS status for approximately 330,000 Haitians in the United States. However, enforcement of that order is currently halted, and its constitutionality is under consideration by the U.S. Supreme Court.