It's easy to use and not cluttered with features we don't need. It understands the context of the RFP and reads the full document set, and every answer shows the exact source file, which matters for checking.

The AI answers are far better than what we had in Responsive, and the simplified flow plus smart tagging meant the team onboarded themselves. On long questionnaires I lean on the confidence scores, and it pulls from multiple sources — it even flagged a conflict in one answer, which is what makes me trust it. Inventive AI has delivered strong value relative to its cost. The accuracy and quality of the AI-generated responses meant less back-and-forth and fewer revisions, which translated directly into faster turnaround and more bandwidth for higher-value work. For what we're paying, the productivity gains and pipeline impact have made it an easy investment to justify.

the browser extension. a lot of our RFPs live in vendor portals we can't export, and it fills answers right in the portal instead of us copy-pasting from a doc. the ui is clean and i picked it up same day. citations and confidence scores show inline so i trust the draft without re-checking everything. go/no-go analysis up front is the other one i actually u