Turning incentives into infrastructure: A smarter way to build real estate technology
RESCON Newsletter: Residential Builder
April 1st, 2025 | Page 40
Building AI-driven tools for land and property analysis is not just technically complex, it requires significant upfront investment in data engineering, workflow design, and system integration. In this month’s RESCON article, Arash Shahi discusses how many firms face costs in the hundreds of thousands or more, making innovation feel like a high-risk, capital-intensive decision. Off-the-shelf solutions offer limited relief, but often fail to align with real-world development workflows, leaving teams stuck between expensive custom builds and inadequate tools.
But by strategically leveraging government incentives, such as tax credits and grants, companies can dramatically reduce the net cost of building technology, often recovering a significant portion of development spend. When incentive planning is built into the process from day one, technology shifts from a cost burden to a leveraged investment. This budget relief enables firms to develop tailored applications, automate zoning-accurate due diligence, and build proprietary property intelligence that can actually push the sector forward.
