Exploring AI at a Mile High

Ground Truth: Entrepreneurial Funding 101: $250,000 is NOT a $250,000 check

Kathy Long offers a bootstrapping founder's field guide to funding for Colorado AI startups. As someone who's chased nearly every kind of funding imaginable, she's learned a few lessons.

Kathy Long

Broomfield, Colorado

Last updated on Aug 19, 2026

Posted on Aug 19, 2026

Every founder in Colorado has heard the same two words, usually from someone kind and wearing a lanyard: "Get funding." These words are said as if funding were just one thing, and you only need to find the right store.

After 30 years on the revenue side of successful software companies, I have spent the past two years bootstrapping my own startup and figuring out how to tap nearly every form of funding Colorado offers. I've had a front-row seat to what makes or breaks an operation. Somewhere in there, I also raised four neurodivergent kids and figured out I was one, too.

That is how NixIt AI came to exist: an AI executive-function coach for neurodivergent adults and their families that lives in a text thread, plus NixIt Coach, a practice-management platform for the human coaches who work with them. My husband and I built it while working out of our house in Broomfield – a home where nobody's brain runs on factory settings.

This column is called Ground Truth because that is the part of the story that gets left out. The mission version of building AI for disabled people is easy to tell, and everyone is telling it. The version with dates and receipts is harder to find. Some weeks it will be about the money. Some weeks it will be about the technology, and what it can and cannot do for the people it was built to serve.

The first time I administered an OEDIT Advanced Industries grant, here is how the calendar actually ran: Applications closed at the end of August. The award landed in November. Contract negotiation started in January. We executed in March. The project officially began April 4 of the following year.

You apply in August and you spend your first eligible dollar in April. The money is real, but it is not fast. And your burn is not on pause while the state completes its paperwork.

Here is the thing nobody told me, and it's the reason I am writing this. Colorado has grants, accelerators, microgrants, vendor credits, and tax incentives, and each comes with different costs and pays out on its own clock. What you need depends on what you are actually short on right now: traction, network, a little fast cash, a lot of slow cash, or a reason for a local investor to write the check.

OEDIT Advanced Industries: the big, slow money

A $250,000 award is not a $250,000 check.

In the grant I administered, we received $25K up front upon execution. The rest was reimbursement at a 2:1 match: For every dollar the grant pays, your business puts in two. Your first submission has to include $25K in qualified receipts before you see another dollar.

"Qualified" is doing heavy lifting in that sentence. The grant is scoped to categories, each with its own cap, written a year before your first check arrived. If your category is R&D, your lease does not count, no matter how real the lease is. You can be bleeding cash and still not have a submittable stack, because the money went to the wrong bucket.

And here's the requirement that ends most bootstrapped founders before they start: In our case, we had to show roughly half a million dollars in the bank at the time of disbursement. Not projected. In the account. You cannot chase the reimbursement until you can prove you did not need it yet.

So, yes, $250K is extraordinary money. If you are venture-backed or revenue-strong, it is a gift. If you are bootstrapping, it is heartache and indigestion with a check attached. That is not a knock on OEDIT. It is a design most founders do not see until they are inside it.

Accelerators: the money that comes with a room

Not all funding is a check. Some of it is a room.

2Gether International is the leading startup accelerator in the U.S. run by and for founders with disabilities. The 10-week program takes no equity and puts founders through week-over-week work on go-to-market strategy, product, and pitch, alongside companies at similar stages so everyone is chewing on the same problems. My advisor was Courtney "Coko" Eason, who runs their U.S. accelerator programs. At the end, they select the companies best poised to pitch, and you compete.

My cohort competed for $10,000 in seed funding. And guess what? I won. Right after that, I quit my full-time job and went all in, because of the confidence I developed in that program.

Many of the disabled founders I met were building for disabled people, solving problems they knew firsthand. Put a room of us together and you get real traction, not a networking mixer. If you are building AI for good, this is the closest thing to a home field I have found.

And the OG is back. Techstars relaunched its Boulder accelerator, locally owned and operated this time, with the first cohort starting September 2026. If you are building AI in this state, it's good to see that the original program that made Boulder a startup town is taking applications again. Watch the deadline, likely next spring, for the fall 2027 cohort.

Don't overlook your hometown's microgrant

Check your own city. Many in Colorado run small business and microgrant programs, and they are the least painful money on this list. Broomfield, where I build, runs an entrepreneur microgrant program, which will reopen in October. They offer small dollars, a comfortable match, and considerably less friction than a program like OEDIT. A microgrant will not fund your build, but it is real cash with a fraction of the friction, and most founders never look at their own city's economic development page. Be sure to look at yours.

The money you don't spend

AI startups burn cash on compute and infrastructure before revenue exists, which makes vendor credits a funding source nobody counts. DigitalOcean has a startup program with cloud credits geared in part toward AI/ML companies. Linear, a product-development platform, offers eligible startups up to six months free through its partner program. Intercom has an early-stage program, too, offering one year free for a sophisticated support platform. Most of the tools you are already shopping for have some version of startup pricing or credits. Ask before you pay retail.

Two habits worth building early: Subscribe to F6S, which sends weekly founder deals, grant announcements, and accelerator deadlines straight to your inbox. And watch Product Hunt, where new software launches with introductory pricing built for companies your size. Neither costs anything, and yet both have paid me back repeatedly. For the record, I am not affiliated with either and receive nothing for recommending them.

The Advanced Industries tax credit: money that unlocks other money

This last one is not money for you at all. It is a reason for someone else to fund you.

Colorado offers an Advanced Industries Investment Tax Credit for in-state investors who put money into certified companies. Get certified, and a Colorado angel can write you a check and take a meaningful state tax credit for doing it. You are not just asking a local investor to believe in you. You are handing them a reason their accountant will love.

If you are raising funds in Colorado, get certified before you start. We are an AITC-certified company in an Enterprise Zone, which makes qualifying investors eligible for a 35% state income-tax credit. That is how we secured our first $50K check.

Get in the rooms that matter

None of this finds you. Build relationships in the startup-finance ecosystem early, before you need them. Silicon Valley Bank and J.P. Morgan both have startup practices, and startup bankers can see deal flow, introduce founders to investors, and know which programs are actually funding.

Show up at Boulder Startup Week in May and Colorado Startup Week in September. If you are building AI, get into the Rocky Mountain AI Interest Group, where the people chasing the same grants and credits are comparing notes out loud.

The one rule to keep in mind

These instruments are not interchangeable, and the biggest number is not necessarily the best one. The $250K that arrives in 14 months does you no good if you run out of cash in the third month. The free accelerator that introduces you to the right investor is worth much more than a huge grant that you cannot qualify to draw down.

Everyone tells founders to chase their dream. But businesses do not run on dreams, and they do not run on fumes. They run on cash. Know which kind you need before you go get it. And then, go get it.

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