agent · ai agents frameworks

CrewAI

www.crewai.comevidence retrieved Aug 1, 2026view as JSON all ai agents frameworks entries 29 alternatives

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

20 fields evidenced · 35 with no public information. Every value below links to the document it came from and the date we checked it.

20 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

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

Also appears in

AI agents that state a human-in-the-loop control AI agents that state scoped or role-based permissions AI agents and vendors that state a tamper-evident audit trail

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 Runtime governance and Permission scopes, each cited below.

Audit trail

2/3 auto

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

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

Counts Audit trail and Tamper-evident log, each cited below.

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.crewai.com · checked Aug 1, 2026 · source did not state this
Insurance carriers: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Indemnification: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Liability cap: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Audit trail: not yet interpreted
“immutable audit trails”
www.crewai.com · checked Aug 1, 2026
Tamper-evident log: not yet interpreted
“immutable audit trails”
www.crewai.com · checked Aug 1, 2026
Explainability: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Runtime governance: not yet interpreted
“CrewAI's Control Plane sits in the execution path of every workflow, ensuring every agent interaction is observable, compliant, and reversible”
www.crewai.com · checked Aug 1, 2026
Permission scopes: not yet interpreted
“RBAC and audit provide granular control”
www.crewai.com · checked Aug 1, 2026
Compliance certifications: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Regulatory alignment: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Outcome-based pricing: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Settlement mechanism: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Dispute process: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
SLA terms: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Evaluation coverage: not yet interpreted
“Evaluation for native tracking with expanded sophistication powered by Arize, Galileo, DataDog, and Patronus”
www.crewai.com · checked Aug 1, 2026

Agency

Autonomy level: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Human oversight: not yet interpreted
“Human-in-the-loop approval gates and intervention during execution”
www.crewai.com · checked Aug 1, 2026
Goal complexity: not yet interpreted
“Build complex operational agents that automate long horizon work”
www.crewai.com · checked Aug 1, 2026
Action space: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Operating environment: not yet interpreted
“matches patterns observed over billions of agent runs against your tickets, chats, apps, and workflows”
www.crewai.com · checked Aug 1, 2026
Initiative: not yet interpreted
“CrewAI turns every production run into training data to sharpen accuracy, save money, and surface the next workflow to build”
www.crewai.com · checked Aug 1, 2026

Safety

Safety evaluations: not yet interpreted
“Evaluation for native tracking with expanded sophistication powered by Arize, Galileo, DataDog, and Patronus”
www.crewai.com · checked Aug 1, 2026
Red teaming: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Safety policy: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Usage restrictions: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Model or system card: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Third-party evaluations: not yet interpreted
“Evaluation for native tracking with expanded sophistication powered by Arize, Galileo, DataDog, and Patronus”
www.crewai.com · checked Aug 1, 2026
Data handling: not yet interpreted
“immutable audit trails”
www.crewai.com · checked Aug 1, 2026

Practicality

Pricing model: 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.crewai.com · checked Aug 1, 2026
Price point: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Availability: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Deployment options: not yet interpreted
“CrewAI's Control Plane sits in the execution path of every workflow”
www.crewai.com · checked Aug 1, 2026
Integrations: not yet interpreted
“Evaluation for native tracking with expanded sophistication powered by Arize, Galileo, DataDog, and Patronus”
www.crewai.com · checked Aug 1, 2026
Supported regions: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Support model: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this

Foundation models

Base models: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Model provider: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Model swappable: not yet interpreted
“Multi-LLM testing for model swapping at runtime”
www.crewai.com · checked Aug 1, 2026
Open weights: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Fine-tuning: not yet interpreted
“CrewAI turns every production run into training data to sharpen accuracy”
www.crewai.com · checked Aug 1, 2026
Context window: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this

Ecosystem

Protocols supported: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Tool use: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Multi-agent: not yet interpreted
“Build complex operational agents that automate long horizon work using simple prompt and canvas style builder, intelligently guided by 700k agent workflow patterns”
www.crewai.com · checked Aug 1, 2026
API access: not yet interpreted
“Code-first API built for total control”
www.crewai.com · checked Aug 1, 2026
Open source: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Marketplace presence: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this

Impact

User base: not yet interpreted
“Used by 65% of the Fortune 500”
www.crewai.com · checked Aug 1, 2026
Deployment scale: not yet interpreted
“0M+ Agentic workflows ran per month”
www.crewai.com · checked Aug 1, 2026
Target sectors: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
High-risk domains: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this
Documented incidents: no public information
www.crewai.com · checked Aug 1, 2026 · source did not state this