Automate municipal water infrastructure data collection into clean datasets

Automate municipal water infrastructure data collection into clean datasets targets a $2.4B = 80,000 municipal water agencies, local utilities and small consultancies globally × $30,000 ACV (annualized tooling + integration value) total addressable market with medium saturation and a year-over-year growth rate of ≈12% YoY — based on broader GovTech and data automation adoption trends (public-sector digitization and AI tooling acceleration).

Key trends driving demand: Trend — Governments and utilities are digitizing historical reports and moving to online reporting portals, creating more machine-readable sources and recurring data needs.; Trend — Advances in LLMs and vision models make extraction from scanned PDFs, images and inconsistent tables far more reliable, reducing engineering cost to build extractors.; Trend — Infrastructure funding and regulatory reporting obligations are increasing demand for repeatable, auditable datasets that support grant applications and compliance.; Trend — Small consultancies and freelancers are looking to productize repetitive work to increase margins and scale, creating a ready early-adopter customer base..