agent · ai-research-agents
CoCounsel vs Klue
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | CoCounsel | Klue |
|---|---|---|
| Explainability· | no public information www.thomsonreuters.com · checked Aug 1, 2026 | A published customer testimonial states answers link to the original sources, so a user can check what the AI surfaced. “I especially like that it links to the original sources so I can drill down and confirm what the AI has surfaced.”klue.com · checked Sep 23, 2026 |
| Runtime governance· | “We have developed and implemented prompting "guardrails," ensuring our GenAI-based products will only produce responses from content drawn from a clearly defined and limited set of verified information, such as our own content databases. This practice restricts the large language model's ability to produce potentially objectionable content broadly sourced from the internet.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Permission scopes· | “Retention of user content and prompts is customized to fit customer needs and set up at the organization account level with the support of a Thomson Reuters client manager.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Compliance certifications· | Thomson Reuters holds ISO 42001, ISO 27001, ISO 9001, ISO 14001, and ISO 20000-1 certifications, applicable across its product line including CoCounsel. “ISO 42001 Certification ISO 27001 Certification”www.thomsonreuters.com · checked Sep 24, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Regulatory alignment· | Thomson Reuters is pursuing FedRAMP authorization specifically for its CLEAR and CoCounsel products, having already achieved FedRAMP "In Process" status for Westlaw and Practical Law. “we are still invested to secure FedRAMP authorization for our CLEAR and CoCounsel products.”www.thomsonreuters.com · checked Sep 24, 2026 | no public information klue.com · checked Aug 5, 2026 |
Agency
| Field | CoCounsel | Klue |
|---|---|---|
| Human oversight· | “Fiduciary‑Grade AI is designed to support human judgment, not replace it. Professionals remain responsible for the advice they give, the decisions they make, and the work they sign off on.”www.thomsonreuters.com · checked Aug 1, 2026 | Human curators and product marketers keep battlecards current from within the conversation. “Curators and PMMs keep battlecards current without leaving the conversation.”klue.com · checked Sep 23, 2026 |
| Goal complexity· | “Accelerate legal, tax, audit, compliance, and drafting work with purpose-built AI grounded in authority, transparency, and trust”www.thomsonreuters.com · checked Aug 1, 2026 | A published customer testimonial describes the AI Interviewer running multi-turn, adaptive questioning rather than a single-pass survey. “The AI Interviewer didn’t let them off the hook, it kept probing until it got a real answer. That’s not something a survey does.”klue.com · checked Sep 23, 2026 |
| Action space· | “Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners”www.thomsonreuters.com · checked Aug 1, 2026 | Agent both analyzes/retrieves competitive intel and writes updates directly into Klue (e.g., battlecards), including via Claude integration. “Product marketers can analyze win-loss patterns and competitive signals, research voice of buyer, and directly update content in Klue via Claude.”klue.com · checked Sep 23, 2026 |
| Operating environment· | “Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners”www.thomsonreuters.com · checked Aug 1, 2026 | Headline positions the product inside search, assistant and customer-built agent surfaces; the span names no specific platform. “Competitive Intel & Win-Loss Inside Search, Assistant & Every Agent You Build”klue.com · checked Sep 23, 2026 |
| Initiative· | no public information www.thomsonreuters.com · checked Aug 1, 2026 | Collects competitive intel continuously and pushes it to sellers rather than only on request. “Klue continuously collects competitive intel and delivers it to sellers the moment they need it.”klue.com · checked Sep 23, 2026 |
Safety
| Field | CoCounsel | Klue |
|---|---|---|
| Usage restrictions· | “CoCounsel is not a replacement for outside counsel when the stakes are high”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Incident reporting· | Thomson Reuters runs a vulnerability disclosure program on the HackerOne platform for reporting security issues. “Our Vulnerability and Disclosure Program is powered by the HackerOne platform.”www.thomsonreuters.com · checked Sep 24, 2026 | Security contact security@klue.com published via security.txt. “Contact: mailto:security@klue.com”klue.com · checked Aug 26, 2026 |
| Data handling· | Thomson Reuters provides a Data Security Addendum and Global Customer Data Processing Addendum governing customer data handling, plus per-product security profiles. “Thomson Reuters Data Security Addendum”www.thomsonreuters.com · checked Sep 24, 2026 | no public information klue.com · checked Aug 5, 2026 |
Practicality
| Field | CoCounsel | Klue |
|---|---|---|
| Deployment options· | “We process all interactions with OpenAI GPT and Google Gemini in the U.S. We host backup data in separate availability time zones in the U.S.* *Region-based hosting is available in the UK, Australia, and Canada.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Integrations· | “Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Supported regions· | “Region-based hosting is available in the UK, Australia, and Canada.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
Foundation models
| Field | CoCounsel | Klue |
|---|---|---|
| Base models· | “We process all interactions with OpenAI GPT and Google Gemini in the U.S.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| Model provider· | “We process all interactions with OpenAI GPT and Google Gemini in the U.S.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
Ecosystem
| Field | CoCounsel | Klue |
|---|---|---|
| Tool use· | “Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners”www.thomsonreuters.com · checked Aug 1, 2026 | Delivers and retrieves competitive intel from tools customer teams already use; the span names none of them. “Deliver and retrieve competitive intel from the most important tools that your teams already use every single day.”klue.com · checked Sep 23, 2026 |
Impact
| Field | CoCounsel | Klue |
|---|---|---|
| User base· | no public information www.thomsonreuters.com · checked Aug 1, 2026 | |
| Deployment scale· | no public information www.thomsonreuters.com · checked Aug 1, 2026 | |
| Target sectors· | “Legal professionals Tax professionals Audit professionals Accounting professionals”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
| High-risk domains· | “Fiduciary‑Grade AI is designed for professional work where outputs may influence legal judgments, financial disclosures, regulatory filings, compliance decisions, or client advice.”www.thomsonreuters.com · checked Aug 1, 2026 | no public information klue.com · checked Aug 5, 2026 |
Disclosed by neither
Both CoCounsel and Klue publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Documented incidents
- Pricing model
- Price point
- Availability
- Support model
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Multi-agent
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do CoCounsel and Klue compare on initiative?
- CoCounsel: no public information disclosed. Klue: Collects competitive intel continuously and pushes it to sellers rather than only on request..
- How do CoCounsel and Klue compare on user base?
- CoCounsel: no public information disclosed. Klue: 250,000+ users.
- How do CoCounsel and Klue compare on deployment scale?
- CoCounsel: no public information disclosed. Klue: 250,000+ users.
- How do CoCounsel and Klue compare on incident reporting?
- CoCounsel: Thomson Reuters runs a vulnerability disclosure program on the HackerOne platform for reporting security issues.. Klue: Security contact security@klue.com published via security.txt..
- How do CoCounsel and Klue compare on data handling?
- CoCounsel: Thomson Reuters provides a Data Security Addendum and Global Customer Data Processing Addendum governing customer data handling, plus per-product security profiles.. Klue: no public information disclosed.
- How do CoCounsel and Klue compare on explainability?
- CoCounsel: no public information disclosed. Klue: A published customer testimonial states answers link to the original sources, so a user can check what the AI surfaced..