News intelligence for complex environments

See the shift before it becomes obvious.

Thaiprog collects primary news observations, separates independent developments from repetition, and turns evidence into explainable signals and topic signals for decisions.

  1. ObserveCollect primary reports from feeds, sites and channels
  2. ClusterGroup repeated coverage into single events
  3. SignalConnect independent events into emerging themes
  4. DecisionTriage with evidence and keep an audit trail

How Thaiprog works

01

Evidence first

Collects original observations, source authority, and the full chain from news item to decision.

02

Signal, not noise

Separates repeated coverage from distinct events and clusters corroborating evidence.

03

Decision ready

Forms explainable signals and topic signals with visible provenance and human review.

Thaiprog — Signal IntelligenceIndependent product work · 2026