If you ask a room of small business owners how they feel about grants and incentives, you’ll usually get the same response: “I’ve heard there’s money out there, but I have no idea where to start.”
For local governments and economic development teams, this is frustrating—you’ve built programs to help, yet the people who need them most often can’t find or use them.
Here are the core problems, and how AI can help in a grounded, practical way.
1. The Information Is Scattered Across Too Many Places
For a typical entrepreneur, information about support programs is spread across:
- City and county websites
- State agencies
- Federal portals
- Chambers, SBDCs, and industry associations
Each site has its own structure, language, and login. There’s no single place that says, “Based on who you are and what you’re trying to do, here are the 3–5 programs that actually matter right now.”
How AI can help: An AI-powered “front door” can sit on your website and act as a single entry point.
Instead of clicking through menus, a business owner answers a few natural-language questions like “I’m a new catering business with four employees in Ward 3” or “I want to expand and hire two more people this year.” Behind the scenes, AI can match those details against all active programs and surface the most relevant grants, loans, and tax credits, with clear explanations in plain language.
You’re not creating new programs—you’re making the existing ones discoverable.
2. Program Language Is Confusing and Full of Hidden Conditions
Program descriptions are often written for compliance, not clarity. Terms like “eligible entity,” “covered period,” and “demonstrated impact” make sense to program staff and auditors, but not to a bakery owner juggling payroll.
The result: entrepreneurs either give up or misinterpret the rules, leading to incomplete applications or ineligibility.
How AI can help: AI can act as a translator between policy language and business language.
For each program, it can rewrite key points in plain English, highlight the practical requirements (for example: “You need to have been in business before January 1, 2023, have fewer than 25 employees, and operate within city limits”), and answer follow-up questions like “Does part-time staff count?” or “What if I’m home-based?”
AI doesn’t change the rules—it just makes them understandable at first contact, so staff conversations can focus on nuance instead of repeating the basics.
3. Staff Can’t Scale One-on-One Support
Most local teams care deeply and do great work, but they’re outnumbered. A handful of staff are expected to run outreach, host workshops, answer email and phone questions, and help with applications one-on-one.
This leads to long response times, rushed conversations, and uneven access—people who know who to ask get more help.
How AI can help: AI can handle the first layer of navigation at scale: 24/7 answers to common questions, quick eligibility checks (“Do I even qualify?”), and step-by-step checklists for what to prepare before meeting with staff.
That means your team’s time is reserved for higher-value work: complex cases, edge situations, and relationship-building with businesses that need extra support.
AI becomes a force multiplier, not a replacement.
4. How to Move Forward, Practically
For leaders in local government and economic development, the goal isn’t more tech—it’s better outcomes: more applications from the right businesses, fewer incomplete submissions, and more dollars reaching the people you’re trying to support.
A practical path looks like this:
- Start with navigation, not automation. Use AI to help people find and understand programs, not to decide awards.
- Keep humans in the loop. Design workflows where AI handles FAQs and routing, and staff handle final guidance and decisions.
- Measure what matters. Track whether more eligible businesses start and complete applications, and whether staff spend more time on complex support instead of basic explanations.
When done well, AI doesn’t replace your expertise—it makes it easier for entrepreneurs to reach it.
- Anthony Narcise, Founder & CEO, Avyrox Solutions