Why teams ship faster
- Composable schema – Every agent and UI shares a single Zod contract so payloads render without glue code.
- Instant coverage – Pull the latest data for any IPO ticker, including comps, valuation multiples, and social sentiment in one pass.
- Live data loop – Swap the HTTP bridge for websockets to stream valuation deltas and social sentiment in real time.
- Investor ready – Curated layouts surface valuation, growth, and sentiment signals without wading through raw filings.
How it works
- 1. Agents ingest SEC Edgar filings, Perplexity finance comps, and Reddit sentiment into normalized payloads.
- 2. The coordinator agent publishes fetch_latest, list_competitors, and sentiment tools over MCP.
- 3. The UI subscribes over HTTP/WebSocket and renders the Overview → Competitors → Social flow you’ll see in the live dashboard.