All proof
Competitive IntelligenceLivePattern: Ops Copilot

Mosaic

AI competitive intelligence that ends manual competitor checks.

The problem

Sales and strategy teams still scrape competitor sites by hand and assemble battle cards too late for the deal.

Regulatory & operational constraints

  • Fast enough for a live deal cycle
  • Structured output sales can use without rewriting
  • Threat scoring with transparent rationale

What we built

  • URL in → positioning, features, pricing analysis
  • Threat score 1–100 with categorized intel feed
  • Battle card generation for sales teams
  • Shipped as proof of focused end-to-end delivery speed

Operating results

  • URL in — positioning, pricing, and gap analysis out
  • Categorized intel feed of competitive signals
  • Battle cards generated for sales teams

Who this is for

Teams that need competitive intel fast — and as proof that we ship focused AI products end to end.

More proof