B2B data

Data catalog for funds, fintechs, and AI teams

Structured, engineer-native datasets and APIs for the physical tech stack — taxonomy, underwriting scorecards, illustrative institutional flow deltas, and portfolio thesis risk. Not commodity prices. Not a Bloomberg clone. Fund-flow samples are seed/demo, not live EDGAR.

74 universe names 7 fund-flow tickers Sample pack free Pilots welcome
Download sample pack (JSON) Open benchmarks Sample license Request pilot

Benchmarks product

Universe rankings & peer compare

Live engineer underwriting benchmarks across the seed universe — overall ranks, band distribution, stack-role leaders, and peer cohort tables. Built from the same scorecards as the research tools (API + HTML).

View benchmarks GET /api/benchmarks Snapshot JSON

Catalog

What we sell

Product Contents Best for Access
Stack taxonomy Company → stack roles, cycle, peers (litho, HBM, power, cooling…) Feature stores, agent tools, research UX Sample + API
Underwriting scorecards Multi-factor scores, bands, kill/watch flags DIY research, ranking models, RAG features Sample + API
Benchmarks Universe ranks, band mix, stack-role leaders, peer deltas Screens, relative value, B2B eval kits HTML + API
Institutional fund flows Holder identity + new/increase/decrease/exit vs prior period Flow dashboards, event features Sample + API
Portfolio thesis risk Stack concentration, cycle overlap, single-name flags Risk apps, advisor tooling API + sample mini book
MCP tools Same outputs as agent-callable tools AI agents, internal copilots Open MVP → paid keys later

Free sample pack

Generated live from our research OS (not hand-waved JSON): multi-ticker stack maps, full multi-factor underwrites, fund-flow reports where covered, portfolio risk example.

License: internal evaluation only — no commercial redistribution or model-training rights.

Get sample pack JSON

Commercial / pilot tiers

  • API Starter — internal use, low volume (~$49–99/mo target)
  • API Commercial — production embed (~$299–2k/mo target)
  • Data pilot — 90-day bulk/history evaluation (~$5–15k)
  • AI training / eval — separate rights addendum (custom)

Full tier notes: docs/COMMERCIAL_DATA_LICENSE.md

Live API (free MVP)

GET /api/underwrite/NVDA · GET /api/funds/ASML · GET /api/universe · GET /api/data/sample-pack · POST /api/portfolio

Agents: python mcp_server.py · Docs: docs/DATA_AND_MCP.md