What small contractors can learn from DHS’s AI-related forecast opportunities

The evidence supports a narrower conclusion than a broad claim about “expanding AI use cases.” DHS’s Acquisition Planning Forecast System is designed for businesses, especially small businesses, to review anticipated contract actions over $350,000, and DHS says the forecast is meant to help firms identify procurement opportunities early in the process. DHS also states that forecast entries are for planning only, may be revised or cancelled, do not constitute an invitation for bid or request for proposal, and are not a commitment to buy. Within that forecast, one FEMA record published July 24, 2026 shows a new requirement for Preliminary Damage Assessment aerial imagery services. That record calls for AI and machine-learning algorithms to automatically detect structural damage and debris in post-disaster imagery. It is marked as competition yes, with a full small-business set-aside and a GSA Schedule vehicle, so the cited evidence shows at least one live DHS-related AI/ML opportunity where small businesses are explicitly in scope.