Automates repetitive Secretary of State filings across registered states. Frees the corporate legal team from recurring manual data entry across multiple state portals with different formats, fields, and deadlines.
Every corporation registered in US states must file annual reports — a repetitive, low-judgment, high-consequence task. Miss a deadline and the state revokes the company's good standing. The corporate legal team managed filings across multiple states, each with its own portal, data format, fee schedule, and deadline. The work was pure data entry — pulling the same company information into different forms on different websites — but the stakes were existential.
This is the classic AI automation target: high volume, low judgment, catastrophic failure mode if missed. The team needed a way to stop spending paralegal hours on data entry without risking compliance gaps.
A Glean agent that holds company filing data as a structured knowledge source. For each registered state, the agent pre-populates the required annual report fields — registered agent, officer names, business address, entity type — from a single source of truth. A deadline tracker surfaces upcoming filings before they're due. The output is a completed form packet ready for attorney review.
Improvement: Paralegal shifts from data entry operator to compliance reviewer. Deadline tracking moves from a spreadsheet to an automated system. The compliance automation pattern proved here applies to any regulatory filing workload — same architecture, different data source, same risk profile. Prototyped and scoped; ready to build when the corporate team prioritizes it.
ROI: Modest on dollars — roughly a day of paralegal time a year at a ~$100/hr loaded cost. The real value is the risk avoided: one missed filing costs the company its good standing. That's not a line item. It's existential.