DataOS links marketing engagements to government contract awards through entity resolution and influence windows (90–548 days before award date). Engagements within 90 days of an award are classified as near_award — too close for causal influence. This system transforms anecdotal "events work" claims into measurable procurement impact.

These are accounts with zero e.Republic revenue but active government contract signals — companies that are buying from the government but not yet buying from us. Entity resolution matches vendor names from public contract databases to potential sponsor companies, creating a ranked prospect list based on contract volume, recency, and topic alignment.

DataOS tracks 39 standard topics across all engagement types — events, webinars, papers, and newsletters. This shows which content topics generate the most venue activity, helping prioritize editorial calendars and sponsorship packaging.

Go beyond the dashboard with direct access to the full analytical toolkit. The Data Explorer provides ad-hoc filtering across every dimension. AI Chat answers natural language questions against the entire dataset. Competitor Network maps vendor relationships across government contracts.