Brownfield.AI
AI tools built for the complexity of brownfield redevelopment
We’re building software to unlock brownfield opportunities with less friction — better site assessments, smarter funding strategies, and streamlined compliance.
Work smater, not harder
Brownfield projects deserve better tools
Brownfield redevelopment is packed with friction — overlapping regulations, slow reports, complex funding, and disjointed communication. These hurdles stall projects and drain teams.From faster site evaluations to collaborative planning, we’re exploring a smarter approach to brownfield workflows:
• Scan site history and land use to flag environmental risks early
• Draft phase 1s and prep phase 2s with less manual work
• Auto fill brownfield plans with costs, timelines, and eligible activities
• Visualize funding stacks and grand alignment across programs
• Facilitate faster coordination between developers, consultants, and public agencies in one placeWe're still training our model - and looking for collaborators, skeptics, and early users to help shape what this becomes.
Who we're building for
Smarter tools for complex roles
Whether you’re closing deals, writing grants, or coordinating with agencies — we’re exploring ways to reduce the friction in brownfield redevelopment.Developers
• Screen sites for funding and incentive eligibility
• Understand tax increment financing potentialConsultants
• Automate reports and reduce formatting time
• Manage site data and timelines across clientsMunicipalities
• Track priority sites and funding activity
• Streamline internal workflows and documentationInvestors & Board Members
• See impact through funding data and timelines
• Understand project ROI through clearer reporting
What we're exploring
We’re starting with the biggest headaches and opportunities
• Flag risky sites fast with land use and generated report drafts
• Track lab results, reports, and remediation plans in one place
• Auto-fill brownfield plans with eligible costs, timelines, and activities
• Streamline stakeholder comms and stop chasing email threads
What we believe
AI is changing every industry — brownfield redevelopment should be no different.
It’s time for smarter tools to match the complexity of the work. We’re inspired by those who…
• imagine underutilized spaces becoming community assets
• navigate grants and regulations with skill and creativity
• want to make the invisible effort of brownfield projects more visibleLet’s build software that makes your work easier, faster, and more impactful.
Visions from the field
Brownfield professionals are already imagining what's possible
Brownfield redevelopment is hard work — but the people doing it are full of insight, optimism, and ideas for how it could be better.
Here’s themes we've found in early conversations as we continue to shape what brownfield.ai might become.
"Every proposal we review has different assumptions, timelines, and funding stacks. If this platform helps standardize site data and eligibility, we could make smarter, faster decisions — and open the door for more equitable development."
@caycepollard
"We’ve passed on promising properties just because we didn’t know what incentives were available. A tool like this would give us the confidence to move forward — or walk away — without wasting months."
@jalennewmark
"Grant reporting used to take a full day per project. If this can automate the busywork, that’s time I can spend actually getting projects off the ground — which makes a real difference for our team and our budget."
@jimbullinski
We’re just getting started — and every idea, frustration, or hopeful ‘what if’ helps guide where we go next.If you see potential here, we’d love to hear from you.
Get early access
Join our waitlist
We’re testing bold ideas for brownfield redevelopment — and we’re looking for early collaborators, skeptics, and curious minds.
Sign up and we’ll keep you in the loop as the product takes shape.We'll only email you when we have something real to share - no spam, ever.
Thank you
If you requested a meeting or beta invite, we'll be in touch soon! 📬