Onyx vs Truleo

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

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionOnyxTruleo
PricingFree (open-source) or cloud paid tiersPaid, per-user fees (exact pricing not public)
Target UsersEnterprise teams across industriesLaw enforcement agencies (detectives, command staff)
Core CapabilityCustom AI assistants with deep research and RAG grounded in internal documentsAI intelligence agents surfacing case leads from siloed law enforcement data
DeploymentOpen-source self-hosted or cloud (SOC 2 Type II, GDPR)Cloud (SaaS) with CJIS compliance
IntegrationsSlack, Google Drive, Salesforce, Notion, Confluence, GitHub, Jira, SharePoint, etc.RMS, CAD, jail calls, BWC, OSINT, cell phone/LPR systems
Latest BenchmarkOutperformed ChatGPT Enterprise, Claude Enterprise, and Notion AI in agentic RAG benchmark (Feb 2026)No recent news

Truleo is purpose-built for law enforcement intelligence needs, excelling at connecting siloed data like jail calls and body cameras. Onyx offers a flexible, open-source platform for enterprise knowledge retrieval and deep research, with recent benchmarks showing superior RAG performance. Choose Truleo if you're in law enforcement; choose Onyx for general enterprise AI grounded in internal documents.

Onyx
Onyx

Open-source AI chat and search over your internal knowledge, with permissions enforced at query time and full self-hosting.

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Truleo
Truleo

Truleo is law enforcement case intelligence software that searches jail calls, RMS, CAD and 140+ OSINT sources to rank case solvability.

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Pricing
Freemium
Paid
Plans
$0
$20/user/mo (annual billing)
Contact us
$50/user/mo
$200/user/mo
$250/user/mo
$100/mo per connected application
Popularity
9 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPI
Web
Categories
🔦 Enterprise Search & Internal Knowledge❓ Document Q&A & Summarizing🔬 Research & Education
📊 Data & Analytics
Features
Permission-aware enterprise search across 50+ connected sources
Chat and search UI grounded in internal documents with citations
Hybrid search combining semantic vectors and BM25 keyword matching
Advanced RAG with contextual retrieval and LLM-based knowledge graphs
Custom AI agents with instructions and attached knowledge
Actions via MCP and OpenAPI tool calling
Deep research with multi-step agentic search
Sandboxed code interpreter for data and analysis tasks
Web search via a two-tool agentic workflow
Image generation inside the workspace
Slack integration with a per-channel bot
MCP server so external agents can call Onyx search as a tool
Onyx workspace, desktop app, and Chrome extension interfaces
Granular RBAC with permission inheritance and query-time enforcement
Self-hosted, VPC, bare metal, and fully air-gapped deployment options
Unified search across RMS, CAD, jail calls, cell phones, LPR, BWC and 140+ OSINT sources
Ranked case solvability scores (vendor example: 8.5/10) to triage which cases to work first
Jail call intelligence that flags key statements and detects inconsistencies in inmate communications
Automated case intelligence briefings with new leads and investigative next steps
Report writing from department templates (vendor cites 40 min down to 7 min per case)
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
Body-worn camera analysis and redaction (Command tier)
Cell phone dump and license plate reader (LPR) analysis (Investigations tier)
Automated interviews (Investigations tier)
Policy creation, budget planning, department briefings and performance reviews (Command tier)
Grant research and writing, plus ALPR audits (Command tier)
Connector-based data ingestion from any agency system regardless of vendor or format
Crime analysis: digital footprint analysis, lead development, case linking, pattern and network analysis
Integrations
Slack
Google Drive
Confluence
GitHub
Salesforce
AWS
Notion
GitLab
Jira
SharePoint
Dropbox
OneDrive
Box
Evidence.com

Who should pick which

  • Law enforcement detective
    Pick: Truleo

    Truleo is specifically designed for police work: it searches across RMS, CAD, jail calls, and body cameras, automatically extracts leads, and cuts report writing time from 40 minutes to 7 minutes.

  • Enterprise knowledge worker
    Pick: Onyx

    Onyx provides deep research, advanced RAG, and integration with SaaS tools (Slack, Google Drive, etc.), grounded in internal documents. Its recent benchmark shows superior accuracy over ChatGPT Enterprise.

  • Command staff / police chief
    Pick: Truleo

    Truleo offers real-time BOLO alerts, warrant checks, and command staff support for briefings, policies, budgets, and performance reviews. It is built for law enforcement leadership.

  • Engineering team needing customizable AI
    Pick: Onyx

    Onyx is open-source, supports custom AI agents, API access, and any LLM. It can be self-hosted to meet strict data sovereignty requirements and customized deeply.

  • Corrections department analyzing jail calls
    Pick: Truleo

    Truleo includes automated jail call analysis and key statement extraction, a feature specifically designed for corrections environment.

Frequently Asked Questions

Onyx vs Truleo: which should you choose?

Truleo is purpose-built for law enforcement intelligence needs, excelling at connecting siloed data like jail calls and body cameras. Onyx offers a flexible, open-source platform for enterprise knowledge retrieval and deep research, with recent benchmarks showing superior RAG performance. Choose Truleo if you're in law enforcement; choose Onyx for general enterprise AI grounded in internal documents.

Can Truleo be used outside law enforcement?

No, Truleo is built specifically for law enforcement and corrections; it is not suitable for corporate security or other industries.

Is Onyx free?

The open-source version is free to self-host. Cloud paid tiers are available for managed hosting.

Which tool has better RAG performance?

According to the latest news (Feb 2026), Onyx outperformed ChatGPT Enterprise, Claude Enterprise, and Notion AI in a RAG benchmark. Truleo does not have comparable public benchmarks.

Does Truleo support body-worn camera analysis?

Yes, Truleo includes body-worn camera analysis and redaction, as well as real-time BOLO and wanted persons alerts.

Can Onyx connect to Salesforce?

Yes, Onyx integrates with Salesforce, along with many other SaaS tools like Slack, Google Drive, Notion, Confluence, etc.

Is Onyx suitable for small teams?

Yes, the open-source version can be self-hosted by teams of any size. However, it may require technical expertise to set up.

Does Truleo offer a free trial?

The provided information does not specify, but Truleo is a paid platform likely requiring a demo or subscription.

Which tool has better security compliance?

Truleo is FBI CJIS compliant, suitable for law enforcement data. Onyx offers SOC 2 Type II and GDPR compliance, and can be air-gapped when self-hosted.

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Last reviewed: July 3, 2026