By Jacqueline M. Tiso, Founder & CEO, JMT Consulting & Stephanie Rose-Belcher, DBA, Chief Operating Officer, JMT Consulting

1. Automate Complex Grant Allocations
2. Implement Predictive Compliance and Worker Classification
3. Manage Multi-State Jurisdiction Compliance
4. Managing Labor Costs
5. Establishing Data Privacy Guardrails
6. Choosing the Right AI Vendors

Payroll management and staying compliant are common burdens for all nonprofit leaders. The current process of manual edits to different spreadsheets, managing labor costs, and employee classification is time-consuming and susceptible to errors.

As nonprofits look to integrate AI into their financial processes, it may appear to further complicate compliance issues. But when leaders understand how to implement AI systems intentionally and correctly, it can proactively solve problems before they appear. Predictive compliance reduces risk for nonprofits and streamlines operations so that employees have more bandwidth to work on what really matters.

At JMT’s recent Innovate 2026 conference in Washington D.C., Partner Account Manager Jeff Griffin and Channel Manager Natasha McGee from our partner ADP shared how predictive compliance can greatly benefit nonprofits, empowering them to be more efficient and make better data-driven decisions. “I’m excited to see how this will transform nonprofits,” said Griffin. McGee added that adopting AI has already “increased efficiency by 30%.”

Here are what we found to be Jeff and Natasha’s key learnings that every nonprofit CFO needs to know:

Automate Complex Grant Allocations

Navigating grant compliance is an ongoing challenge. Nonprofits face increased scrutiny from funders who want time-sheet level details in audits, rather than estimates or guesses on how funds are used. “We’re seeing increased scrutiny in the last couple of years around how funds are being allocated,” reports McGee. “Funders no longer want an estimate or a guess.”

According to McGee, reports to funding sources are now expected to include prorated salary earnings and non-labor costs broken down by grant or fund, as well as hourly employee overtime and PTO spread proportionately.

Currently, the most common approach involves Excel spreadsheets and manual adjustments to payroll and the general ledger. The problem according to McGee: This creates exposure to several risk factors such as inaccurate grant reporting, audit vulnerability, and ultimately losing the funding and the ability for the nonprofit to continue to serve their communities.

Employees also experience frustration with these manual processes, since staff are typically required to track allocations across disconnected spreadsheets and systems.

McGee pointed out that when AI is integrated into these processes, it can: 1) Automate allocations; 2) improve audit readiness; and 3) enhance credibility with funders who want better visibility. “Every funder wants increased visibility,” says McGee, “and so do you as administrators, executives, and employees.”

Implement Predictive Compliance Management and Worker Classification

Government agencies are increasing their enforcement activity with their usage of advanced technology and interagency collaboration to identify nonprofits that may be out of compliance, reports Griffin. This makes things like correct worker classification more important than ever. Misclassification poses risks for loss of reputation, of funding, fines, civil lawsuits, and potential criminal charges.

“There are a number of different tests to recognize if your workers are classified the right way,” says Griffin after reiterating that they are not lawyers providing legal advice and that nonprofits should have a good attorney. “We recommend using the strictest, the ones hardest to pass.”

One that Griffin mentioned is the ABC test on the state level: A) Absence of control, B) business as usual; and C) Customarily engaged. “You have to pass all three to be classified as a contractor,” says Griffin. “And if you’re ever unsure, it’s probably an employee.”

After a nonprofit has correctly identified a worker’s status, it can use AI to continuously monitor the classification process. AI can notify when red-flag patterns emerge surrounding reporting structure, labor anomalies, fixed schedules, and benefit enrollment. These variances can trigger review and stop a potential misclassification from becoming a compliance violation.

JMT’s partnership with ADP allows our clients to take advantage of their Assist technology. This system detects anomalies.

“We can catch things like excessive overtime,” says Griffin. “We are actually seeing 30 minutes per payroll period saved by leveraging these capabilities in the flow of work. And, at the end of the day, accuracy is going up.” In other words, implementing predictive compliance ultimately creates less rework for teams and more accurate paydays for nonprofit workers.

Manage Multi-State Jurisdiction Compliance

Organizations with workers in multiple states must navigate complex state and local regulations that are constantly evolving. “State regulations are increasing by the day,” says Griffin. These include at-will employment, minimum wage, overtime and breaks, paid sick and family leave, anti-discrimination protections, salary transparency, drug testing and marijuana use, and unemployment and disability.

Nonprofits also must keep in mind compliance challenges that arise from neighboring cities and states that have dramatically different rules. “I live in New Jersey. New Jersey’s minimum wage is about $10 an hour higher than Pennsylvania, which is literally 20 minutes away” says Griffin. “And a city’s minimum wage might be higher than the state’s.”

In fact, employment regulations across state lines that vary could include at-will employment, minimum wage, overtime & breaks, paid sick and family leave, anti-discrimination protections, salary transparency, drug testing and marijuana use, unemployment and disability, and more.

Integrated systems are needed to manage these types of variances and stay in compliance with different labor requirements, simplifying nonprofit expansion into a new city or state. Just think how this can create opportunities to retain employees who relocate or hire a remote worker. In other words, integrating AI systems like ADP Assist enables nonprofits to maintain compliance across multiple jurisdictions and to avoid penalties and interest on late filings.

Managing Labor Costs

Many nonprofit leaders lack real visibility into where labor, their largest expense, is going. They do not have a clear picture of which programs and departments drive costs and how effectively labor is being used. CFOs should reflect on the following strategic questions:

• Are we staffed appropriately?
• Are people working on the right things?
• Are we using our labor wisely?
• What work could be automated and what are employees willing to stop doing?

AI-driven payroll automation gives nonprofit leaders visibility of labor spend, allowing them to make informed strategic decisions rather than reactive, intuitive ones. “It gives you a real-time view of labor spend across your organization by role, location, department,” says McGee. “Once you have that visibility, the next step is optimization, and this is where AI starts to provide strategic value.”

That’s because it enables you to identify trends and inefficiencies, creating connections between labor costs and the outcomes. This creates a shift in labor cost management from simply cutting costs to maximizing performance and impact. “But now it’s proactive,” says McGee. “The next step is using that data to drive smarter decisions in real time. And that’s where ADP Assist has come in as a support.” The AI features enable:

• Workforce compensation analysis
• Annual compensation explorer
• Talent market insights
• Turnover probability
• Enhanced analytics
• Workforce Now utilization metrics

When implementing AI systems, it’s important not to view it as a replacement for HR and payroll professionals. Nonprofits reach talent through mission connection and opportunities to be part of something greater. Organizations need to identify what they can give to their employees to make them feel valued and promote their career longevity. AI empowers teams to move faster, find insights effectively, and focus on high-value strategic work.

Establish Data Privacy Guardrails

Protecting Personally Identifiable Information (PII) should be mission-critical to nonprofits. Data breaches are on the rise, increasing 29% over the last 6 years. Over a quarter of all breaches involve PII and 82% of breaches contain HR data.

“As you go to adopt AI, your mindset should be to assume maximum exposure,” says Griffin. “Apply the strictest protection.”

To implement this level of protection, choose a vendor that prioritizes ethical use of AI and ML technologies. Griffin recommends that they should also have a precise focus on security and privacy, rigorous oversight, and mitigating bias with diverse perspectives.

It’s also imperative to train employees to use AI in a way that doesn’t expose private data more than necessary. Establish best practices to guide your AI usage and mitigate a risk of breaches. These best practices for nonprofit AI users should include:

• Treating PII protection as mission-critical
• Holding AI vendors to strict standards
• Monitoring human behavior, as it’s a nonprofit’s biggest vulnerability
• Maintaining an inventory of the most sensitive data
• Applying AI to produce predictable outputs
• Balancing productivity gains against privacy risks in every deployment

Choosing the Right AI Vendors

We along with our partner ADP expect AI-driven compliance monitoring to become increasingly accessible and quickly adopted. Early adopters, however, will have a larger advantage over the organizations that are resistant to change.

It is essential to remember that AI is a strategic tool, not a replacement. It simply gives you the bandwidth to lead your nonprofit with greater impact.

If you want to implement AI informed financial tools or learn more about them, feel free to reach out to us at any time. Even if you just have a few questions. After all, we see every nonprofit as our client, whether or not we work directly with you. And for more details about us, check out our Nonprofit Financial Management Solutions page or contact a client account manager today.