agent · ai-research-agents

CoCounsel

www.thomsonreuters.comevidence retrieved Aug 1, 2026view as JSON all ai-research-agents entries 20 alternatives

Indexed12 or more fields evidenced; not yet scored by a human against the rubric

15 fields evidenced · 40 with no public information. Every value below links to the document it came from and the date we checked it.

15 of them are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

2 of those are flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated them yet.

Trust gap

How this is scored

These scores are automated. A 1 or 2 counts how many fields this entry answers with a citation — not what those answers say. A 0 means every field for that dimension is recorded as undisclosed and none of the pages we captured mentions it. No one has scored this entry against the rubric yet.

Runtime governance

2/3 auto

Are scope, spend, and authority enforced while the agent runs?

Scored from 2 evidenced field(s): runtime_governance, permission_scopes. Automated score; capped at 2 pending review.

Counts Permission scopes and Runtime governance, each cited below.

Audit trail

unscored

Is there a tamper-evident record of what it actually did?

Compliance

unscored

Are compliance obligations attached per engagement?

Outcome settlement

unscored

Does payment depend on a verified result?

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Insurance carriers: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
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Indemnification: no public information
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Liability cap: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Audit trail: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Tamper-evident log: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Explainability: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Runtime governance: not yet interpreted
“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
Permission scopes: not yet interpreted
“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
Compliance certifications: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Regulatory alignment: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Outcome-based pricing: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Settlement mechanism: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Dispute process: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
SLA terms: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Evaluation coverage: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Agency

Autonomy level: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Human oversight: not yet interpreted
“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
Goal complexity: not yet interpreted
“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
Action space: not yet interpreted
“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
Operating environment: not yet interpreted
“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
Initiative: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Safety

Safety evaluations: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Red teaming: no public information
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Safety policy: no public information
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Usage restrictions: not yet interpreted
“CoCounsel is not a replacement for outside counsel when the stakes are high”
www.thomsonreuters.com · checked Aug 1, 2026
Model or system card: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Third-party evaluations: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Data handling: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
www.thomsonreuters.com · checked Aug 1, 2026

Practicality

Pricing model: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Price point: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Availability: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Deployment options: not yet interpreted
“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
Integrations: not yet interpreted
“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
Supported regions: not yet interpreted
“Region-based hosting is available in the UK, Australia, and Canada.”
www.thomsonreuters.com · checked Aug 1, 2026
Support model: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Foundation models

Base models: not yet interpreted
“We process all interactions with OpenAI GPT and Google Gemini in the U.S.”
www.thomsonreuters.com · checked Aug 1, 2026
Model provider: not yet interpreted
“We process all interactions with OpenAI GPT and Google Gemini in the U.S.”
www.thomsonreuters.com · checked Aug 1, 2026
Model swappable: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Open weights: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Fine-tuning: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Context window: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Ecosystem

Protocols supported: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Tool use: not yet interpreted
“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
Multi-agent: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
API access: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Open source: no public information
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Marketplace presence: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Impact

User base: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
www.thomsonreuters.com · checked Aug 1, 2026
Deployment scale: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this
Target sectors: not yet interpreted
“Legal professionals Tax professionals Audit professionals Accounting professionals”
www.thomsonreuters.com · checked Aug 1, 2026
High-risk domains: not yet interpreted
“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
Documented incidents: no public information
www.thomsonreuters.com · checked Aug 1, 2026 · source did not state this

Compared with

Side-by-side on the fields where CoCounsel and the other entry are both on record and actually differ.