Software intelligence infrastructure

Software intelligence with memory.

ToolChron turns public software-product information into structured, source-linked historical data — including products, companies, plans, pricing, limits, features, integrations and material changes over time.

The underlying dataset is being built for humans, developers, AI systems, agents and other software — not only for this website.

  • Humans
  • Developers
  • AI systems
  • Agents
  • Software

The core asset

Built around the data

ToolChron's foundation is a continuous system that turns a public URL into evidence-backed, structured output. Acquisition, interpretation and history remain distinct—and traceable.

  1. 01
    URLPublic source
  2. 02
    DiscoveryRelevant surfaces
  3. 03
    CrawlPolicy-aware acquisition
  4. 04
    ExtractionStructured facts
  5. 05
    NormalizationConsistent meaning
  6. 06
    EvidenceSource-linked context
  7. 07
    SnapshotImmutable state
  8. 08
    Change detectionMaterial differences
  9. 09
    OutputMachine-readable data

Time is part of the model

Historical by design

Newer observations do not overwrite older states. ToolChron preserves immutable snapshots so software products can be understood as they change.

Provenance is retained throughout the pipeline, allowing facts and material changes to be traced back to the public sources and evidence that support them.

STATE ABoth states remain. The difference becomes a record.STATE B

Preserved temporal layers

  1. 01
    Earlier observationHistorical state preserved
    Retained
  2. 02
    New observationCurrent facts recorded
    Retained
  3. 03
    ComparisonMaterial change identified
    Retained
  4. 04
    MemoryHistorical layers accumulated
    Accumulated