ai-data-extractor vs Truleo

Side-by-side comparison of features, pricing, and ratings

Analysis generated Live tool data as of 2026-11-13
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ai-data-extractor or Truleo: which should you choose?

These products do not compete. ai-data-extractor is a free MIT-licensed CLI for developers who want their Claude Code, Codex, Cursor, or Aider history on disk folded into one JSONL file; Truleo is freemium case-intelligence software that cross-references jail calls, RMS, CAD, ALPR, and 140+ OSINT sources for agencies. A solo developer building a fine-tuning dataset has no reason to evaluate a $100/month-per-connected-application investigative platform, and a police department has no use for a Python script that reads ~/.claude/projects. Pick based on which job you actually have — not by comparing them.

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ai-data-extractor
ai-data-extractor

Free MIT Python CLI that turns AI coding assistant chat history into one normalized JSONL dataset for fine-tuning and analytics.

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Truleo
Truleo

Truleo is case intelligence software that scores case solvability and surfaces investigative leads for law enforcement.

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Pricing
Free
Paid
Plans
—
Patrol$25/user/mo
Investigations$200/user/mo
Command$250/user/mo
Connector$100/mo
Popularity
9 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIDesktop
Web
Categories
🏷️ Data Labeling & Training Data💻 Code & Development📊 Data & Analytics
📊 Data & Analytics
Featuresai-data-extractorTruleo
Extract Claude Code session history from ~/.claude/projects/**/*.jsonl
Parse Codex CLI rollout files from ~/.codex/sessions/**/rollout-*.jsonl
Read Cursor chat data from SQLite state.vscdb in global and workspace storage
Heuristic extraction from Windsurf SQLite storage with an undocumented schema
Trae support combining SQLite and JSONL sources via heuristic parsing
Extract Continue sessions from ~/.continue/sessions/*.json
Extract Gemini CLI chats from ~/.gemini/tmp/<hash>/chats/*.json
Parse OpenCode session, message, and part trees
Extract Cline and Roo Code tasks storing raw Anthropic-format message arrays (added Jan 2026)
Extract Aider markdown chat transcripts per project directory (added Jan 2026)
Auto-detect macOS, Linux, and Windows data roots without OS flags
Normalize every source into one JSONL conversation-per-line format
Capture user messages, assistant responses, code context, diffs, and tool calls
CLI flags for --all, --sources, --list, --output-dir, --search-path, and --merge
Run extractors standalone with python -m extractors.<name> for debugging
Unified search across RMS, CAD, jail calls, cell phones, LPR, BWC and 140+ OSINT sources
Ranked case solvability scores on a 10-point scale to triage which cases to work first
Jail call intelligence that flags key statements and detects inconsistencies in inmate communications
Case intelligence briefings cross-referencing multiple systems into detective and command reports
Report generation from department templates for patrol, detectives and command
OSINT research searching 140+ databases simultaneously
Real-time BOLO and wanted persons list maintenance pushed before and during shifts
Monitoring of CAD, camera feeds, sensors and real-time alerts
Automated interviews (Investigations tier)
Body-worn camera analysis and redaction (Command tier)
Cell phone dump and license plate reader (LPR) analysis (Investigations tier)
Policy creation, budget planning, department briefings and performance reviews (Command tier)
Grant research and writing, plus ALPR audits (Command tier)
Digital footprint analysis, lead development, case linking and network analysis
Assign investigative next steps back to the agent as tasks
Integrationsai-data-extractorTruleo
Evidence.com

Who should pick ai-data-extractor, and who should pick Truleo?

  • Developer building a fine-tuning dataset
    Pick: ai-data-extractor

    It normalizes Claude Code, Codex, Cursor, Continue, OpenCode, Cline/Roo, and Aider histories into one JSONL file locally, with no upload.

  • Privacy-focused engineer backing up logs
    Pick: ai-data-extractor

    Everything runs on-device with no account, ideal for archiving chats before an app clears its local database.

  • Detective with an unworked cold case
    Pick: Truleo

    Jail-call intelligence flags key statements and inconsistencies, and solvability scores help triage which case to work first.

  • Investigations unit drowning in disconnected systems
    Pick: Truleo

    One search spans RMS, CAD, cell phones, LPR, and 140+ OSINT sources instead of manual queries across each database.

  • Department command staff
    Pick: Truleo

    The Command tier bundles policy creation, budget planning, briefings, performance reviews, and grant writing alongside case intelligence.

Frequently Asked Questions

ai-data-extractor vs Truleo: which should you choose?

These products do not compete. ai-data-extractor is a free MIT-licensed CLI for developers who want their Claude Code, Codex, Cursor, or Aider history on disk folded into one JSONL file; Truleo is freemium case-intelligence software that cross-references jail calls, RMS, CAD, ALPR, and 140+ OSINT sources for agencies. A solo developer building a fine-tuning dataset has no reason to evaluate a $100/month-per-connected-application investigative platform, and a police department has no use for a Python script that reads ~/.claude/projects. Pick based on which job you actually have — not by comparing them.

Is ai-data-extractor an alternative to Truleo?

No. ai-data-extractor reads local chat files from AI coding assistants; Truleo is case-intelligence software for law-enforcement agencies. They target different buyers entirely.

Can I export Truleo data with ai-data-extractor?

No. The extractor's sources are coding-assistant stores like ~/.claude/projects, Cursor's state.vscdb, and Aider transcripts. Truleo is a hosted investigative platform, and its data does not live in those formats.

Does ai-data-extractor cost anything?

It is free, MIT-licensed, and runs locally with no account or upload.

What does Truleo cost?

It is freemium with a 60-day unlimited trial and no credit card; paid plans reportedly add per-user seats plus about $100/month per connected application, with redaction, automated interviews, and command tooling on higher tiers.

Can a small police department just use ai-data-extractor instead?

No. It has no case management, jail-call monitoring, OSINT search, or solvability scoring — it only flattens coding-assistant chat logs.

Which coding assistants does ai-data-extractor support most reliably?

Native JSONL/SQLite/JSON sources like Claude Code, Codex CLI, Cursor, Continue, Gemini CLI, OpenCode, Cline/Roo, and Aider are parsed directly; Windsurf and Trae rely on heuristic parsing against undocumented schemas.

What else are ai-data-extractor and Truleo compared with?

lemma-platform vs Truleo comparison

These aren't competitors — don't try to pick between them. Truleo is a niche, paid case-intelligence platform for police agencies that need to cross-reference RMS, CAD, jail calls and OSINT into ranke

dox vs Truleo comparison

These are not competitors: Truleo is a paid case-intelligence platform sold to law-enforcement agencies, and dox (Agent Zero) is a free, open-source agentic framework for developers running agents on

Arena-of-Autonomous-Threads vs Truleo comparison

These aren't rivals and shouldn't be shortlisted against each other. Truleo is a paid, department-wide case-intelligence platform that grafts onto RMS, CAD, jail calls and BWC to produce ranked solvab

omnigent vs Truleo comparison

These aren't competitors — they don't serve the same buyer, budget, or problem, so a head-to-head pick would be meaningless. If you run a law enforcement agency drowning in disconnected evidence syste

heoster-jarvis-ai-assistant vs Truleo comparison

These aren't competitors and you should never be choosing between them. If you run a police agency drowning in disconnected evidence systems, Truleo is the specialized tool built for that job — budget

Rebuff vs Truleo comparison

These aren't competitors and nobody should be choosing between them: Truleo is enterprise case-intelligence software a police department buys, and Rebuff is a personal tool for one consumer arguing wi

Where can you read more about ai-data-extractor and Truleo?

ai-data-extractor
View ai-data-extractor reviewai-data-extractor alternatives
Truleo
View Truleo reviewTruleo alternatives

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