riskglass.ai

Three ways to use the SME database.

Chat for analysts. MCP for agents. REST for systems. One curated 30M-company database underneath.

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Chat (SaaS)

For analysts who want answers, not integrations.

Self-serve UI for credit, sourcing, and lending teams.

Search 30M SMEs in natural language. Iterate, refine, export.

  • Conversational search with depth toggle
  • Risk-scored results with audit trail
  • TSV export for direct pipeline ingestion
  • Reproducible — every search is snapshotted
Free tier, paid plans for higher search and export limits.
Try it free
MCP server

One tool. Drop into your agent. Done.

For AI products, agent builders, and LLM-driven workflows.

A single MCP tool — search_companies — exposes the full curated database with depth as a parameter.

  • Native MCP protocol — no schema gymnastics
  • Same risk-scored records the chat returns
  • Shallow (fast) and deep (web-augmented) modes
  • Snapshot IDs for reproducible re-runs
Usage-based. Contact for keys.
Get an API key
REST API

No LLM in the loop. Clean records, stable contracts.

For banks, regulators, and lenders with established pipelines.

Deterministic REST endpoints, JSON responses, OpenAPI spec, cursor pagination.

  • List / filter / lookup / bulk endpoints
  • Risk endpoint returns rating, score, reason, and confidence
  • last_updated on every record
  • Snapshot headers for reproducibility
Tiered by request volume + enrichment depth.
Contact sales

All three surfaces sit on the same database.

Coverage
30M companies, global, monthly refresh.
Validated risk scoring
Backtested against historical defaults. Audit-defensible.
Provenance
Entity resolution + record linkage, not raw scraped CSV.
Reproducibility
Snapshots on every query. Re-fetch returns deterministic results.

Need a list, an integration, or a custom analysis?

We take bounded consulting engagements when they help us better understand a customer's workflow.

One-off list pulls
Custom criteria, scored and ranked, delivered as TSV or CSV.
MCP / API integration help
Sales-engineering for partners standing up against the API surface.
Risk model deep dives
Walkthroughs of how scoring works, calibration analysis for your portfolio.
Get in touch

Start where you are.

Try the chat, or talk to us about API and MCP access.

Try the chat (free)Talk to us