discover_opportunities

shallow

io.ledgerproofhq/lain · Verify this server

FREE: machine-generated demand. LAIN continuously scans the anchored public record (FDA drug recalls, CPSC product recalls, and CVE/NVD revisions) for events that could invalidate warranted confidence in a subject, and mints each as an open Opportunity - an unresolved decision nobody has funded yet. Returns ranked opportunities with value estimates, confidence-gap estimates, and suggested prices (which fall when prior anchored evidence for that subject can be reused). If an opportunity's subject matters to your operator (a supplier, a product in inventory, a dependency), fund it with fund_opportunity. The customer is the confidence gap, not the agent.

100.0/100

1 trials · measured 8 days ago

discover_opportunities scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.ledgerproofhq/lain, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Finance & compliance
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: discover_opportunities
[![Vouch score](https://vouch.tools/api/tools/02ed339e-8a2e-43c2-9fbc-13a25cc7a9bb/badge.svg)](https://vouch.tools/tools/02ed339e-8a2e-43c2-9fbc-13a25cc7a9bb)
discover_opportunities — Vouch