DemandTrace Signal Radar

Issuer-linked public-demand signals from public procurement records.

DemandTrace surfaces what changed in public demand for an issuer, when it became knowable, the evidence chain behind it, and what should be investigated next. The first signal family — contract wins — is live for access-controlled cohort research.

ResearchOpen Signal Radar

First signal family

Contract-wins signal

The first signal under validation links publicly awarded contracts to their identified issuers. Each award is processed through issuer resolution, lifecycle reconstruction, and evidence bundling before it enters any analysis pipeline.

Coverage

Current data sources and boundaries

TED (Tenders Electronic Daily)

EU-wide public procurement notices

EU/EEA procurement directives only

Poland — Biuletyn Zamówień Publicznych (BZP)

Polish public procurement notices

National notices, Poland-specific procedures

Additional sources will be added as validation progresses. Coverage boundaries are explicit, not aspirational.

Validation status

Evidence-first, not claim-first

Every signal undergoes structured validation before it reaches any analysis surface. The current exploratory benchmark evaluates mapping confidence, lifecycle completeness, and cross-sectional event quality against defined quality gates.

Issuer evidence

Cohort-safe analysis surface

The issuer evidence view presents resolved entity groups, contract-award timelines, mapping confidence classifications, and lifecycle completeness — with explicit caveats about exploratory validation status and data-source boundaries.

Open Signal Radar

Internal research tools

Reviewer workflows

Internal research tools — contract-wins experiment runs, evidence-bundle inspection, and issuer-resolution review — are the quality-control layer behind the cohort evidence surface. Access is restricted to authorized reviewers.