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Textimony

Converts text message exports into a structured evidence workspace with deterministic classification, chronological reconstruction, and evidence-linked results.

textimony.ioLLM ToolsJul 20261-10Wentropy Labs

Launch screenshots from Product Hunt, Jul 2026

Textimony is a deterministic machine-learning pipeline that converts large text message exports into a structured evidence workspace, solving the problem of analyzing thousands of messages for legal or investigative review. It sells to legal professionals, law firms, and organizations handling disputes or investigations, typically in mid-market to enterprise settings. It is positioned as a repeatable, auditable alternative to chatbot-based analysis, with every result linked back to source messages and human review.

Key features

  • Deterministic machine-learning pipeline
  • Issue classification for harassment, threats, coercion
  • Semantic retrieval by meaning
  • Cross-encoder reranking
  • Span extraction for exact phrases
  • Chronological reconstruction
  • Evidence-linked results
  • Source traceability with checksums
  • Review workspace with filters and timelines
  • Export reports with manifest records
  • No social media activity within the last 30 days
GTM channels
  • Blog
  • Docs
ICP
  • Legal teams
  • Enterprises
  • Mid market companies