AI for the paperwork between the deal and the certificate of occupancy.
Independent developers and small development firms. One person running sourcing, underwriting, entitlements, investor updates, and construction oversight, or a lean team with a few projects moving at once. Here's what's worth handing to AI in a business like that, and where each piece stops.
What I'd put to work
in a development firm
Every item says where it stops. That's the part most AI pitches leave out.
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01
Permit and entitlement status tracking
Every open application gets checked against the city's portal on a schedule, and you hear about it the day something moves, stalls, or comes back with corrections. Fee schedules and review timelines for the cities you build in live in one place instead of across a dozen city websites.
Where it stops: It covers the jurisdictions you actually work in, not the whole country. It watches and reports. A person still files, and still calls the planner. -
02
Insurance and compliance expiry tracking
Certificates of insurance, contractor licenses, and bonds get read when they arrive, the expiration dates logged, and reminders sent to the right person weeks before anything lapses.
Where it stops: It tells you a policy is about to expire. Whether the coverage is actually adequate is still a call for you or your broker. -
03
First-pass deal screening
New listings and broker packages get checked against your buy box the same way every time: comps pulled, basic numbers run, obvious deal-breakers flagged. You only open the ones that survive.
Where it stops: It filters. It never tells you to buy, and the real underwriting stays yours. -
04
Lease and contract abstraction
Rent, term, options, escalations, exclusives, and critical dates pulled out of every lease and contract into one searchable table, including the scanned PDFs most tools can't read.
Where it stops: Someone reviews the output before anything from it goes into a legal file or a lender package. -
05
Pay application and change order review
Each contractor draw gets compared line by line against the budget and prior draws, with anything unusual flagged before you approve it.
Where it stops: It flags. It doesn't approve payment, and the conversation with your GC stays yours. -
06
Investor and lender updates
A monthly project update drafted from the real numbers: budget versus actual, schedule, what changed, and what's next.
Where it stops: It drafts. You read it, and you hit send. -
07
Inquiries answered after hours
A buyer, tenant, or broker who calls or emails at night gets a real reply with the facts and a next step. You get a summary in the morning.
Where it stops: It shares what you've approved. It doesn't negotiate or quote terms.
Get a free AI review
for your development business
One conversation about how your business actually runs, then a written plan: what's worth automating, what it would save, and what isn't worth doing yet. The review is free, and if nothing is worth building, I'll tell you.