Algoma: AI-Powered Site Feasibility Is Changing How Developers Build

Every commercial construction project begins the same way: with a question. Is this site worth pursuing? For decades, answering that question meant assembling a team of consultants, pulling zoning codes buried in dense PDFs, running manual spreadsheets, and waiting days, sometimes weeks, to get a rough sense of what could be built.
Algoma is a New York-based, AI-native real estate development platform built to fix that bottleneck and founded by three Harvard graduates: Josef Bromovsky, Kyle MertensMeyer, and Seyfihan Usarer. The company brings together engineering, architecture, and business expertise in a single platform designed to turn an address into a deal-ready analysis in minutes. In 2025, Algoma closed a $2.3M seed round. (Source: PropTech Connect, May 2025)
What Algoma Does
At its core, Algoma automates the feasibility analysis process that has traditionally consumed enormous amounts of time and money before a single shovel ever hits the ground. The platform combines zoning analysis, massing and site planning, market comparable data, construction cost estimation, and pro forma financial modeling into a self-serve subscription tool. Developers plug in a site address and receive a feasibility readout complete with unit counts, layout options, and financial projections in a matter of minutes rather than days or weeks. (Source: Thesis Driven, April 2026)
What previously required a civil engineer spending three to four weeks laying out a site plan in CAD, producing one or two options, can now be accomplished in minutes, with hundreds of design scenarios generated and compared at once. (Source: Thesis Driven, April 2026)
Benefits for Commercial Construction
1. Speed at Every Stage of the Deal
Algoma's subscription model allows development teams to screen hundreds of sites per week, identifying viable opportunities before competitors have even run the numbers. As Bromovsky noted, what used to take 3 to 4 weeks and yield one or two layout options can now be done in minutes with hundreds of scenarios on screen at once. (Source: Thesis Driven, April 2026)
2. Better Decisions, Not Just Faster Ones
When a site plan can be regenerated in minutes, developers can start fresh whenever new information emerges, rather than patching an early-stage design. As Usarer explained, squeezing in 40 more units by rethinking a layout could mean $20 million in additional value. (Source: Thesis Driven, April 2026)
3. Democratizing Feasibility Studies
Smaller commercial developers have historically been outpaced by larger firms that can absorb the cost of multiple simultaneous feasibility studies. Algoma levels that playing field by making investor-ready analyses accessible in days, not weeks. (Source: PropTech Connect, May 2025)
4. From Feasibility to Full Project Delivery
Rather than stopping at software, Algoma has vertically integrated with architectural services, carrying projects from initial screening through construction documentation, with licensed architects reviewing and stamping the work at every required stage. (Source: Thesis Driven, April 2026)
Challenges and Considerations
AI-powered feasibility analysis performs best when the constraints are spatial and environmental, but it has real limits when the obstacles are political. No algorithm can reliably predict discretionary approval outcomes, local permitting politics, or community opposition. Algoma's output is a powerful starting point, not a replacement for experienced judgment, local relationships, or the human validation that every deal ultimately requires. (Source: Thesis Driven, April 2026)
What This Means for the Industry
Algoma reflects a broader shift underway in commercial real estate: the front end of the development process is becoming faster, more accessible, and more data-driven. A developer who uses the tools with human judgment and deal sourcing will be able to evaluate more opportunities.
At Stratton Development Management, we're always exploring technology that keeps projects running efficiently and competitively. If you're planning your next commercial build and want guidance, reach out to our team today.
Let's build the future together.
Sources:
- Thesis Driven — "Deep Dive: Algoma," Brad Hargreaves, April 21, 2026
- PropTech Connect — "Algoma Raises $2.3M Seed Round," May 16, 2025
- Zacua Ventures — Portfolio: Algoma










