vendor · Observability
Confident AI
22 fields evidenced · 23 with no public information. Every value below links to the document it came from and the date we checked it.
Trust gap
How this is scoredRuntime governance
2/3
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.
Audit trail
2/3
Is there a tamper-evident record of what it actually did?
Scored from 2 evidenced field(s): audit_trail, explainability. Automated score; capped at 2 pending review.
Compliance
1/3
Are compliance obligations attached per engagement?
Scored from 1 evidenced field(s): compliance_certs. Automated score; capped at 2 pending review.
How this gap gets closed →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 informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Insurance carriers
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Coverage limits
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Indemnification
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Liability cap
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Audit trail
- Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace
“Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace”
www.confident-ai.com · checked Aug 1, 2026 - Tamper-evident log
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Explainability
- Inspect every trace Alert on degradation Latency & cost tracking
“Inspect every trace Alert on degradation Latency & cost tracking”
www.confident-ai.com · checked Aug 1, 2026 - Runtime governance
- Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.
“Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.”
www.confident-ai.com · checked Aug 1, 2026 - Permission scopes
- RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.
“RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.”
www.confident-ai.com · checked Aug 1, 2026 - Compliance certifications
- HIPAA, SOCII COMPLIANT
“HIPAA, SOCII COMPLIANT”
www.confident-ai.com · checked Aug 1, 2026 - Regulatory alignment
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Outcome-based pricing
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Settlement mechanism
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Dispute process
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- SLA terms
- 99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
“99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”
www.confident-ai.com · checked Aug 1, 2026 - Evaluation coverage
- Evals ran to date [ 0 + ]
“Evals ran to date [ 0 + ]”
www.confident-ai.com · checked Aug 1, 2026 - Service type
- Enterprise AI Evaluation & Observability Platform
“Confident AI: Enterprise AI Evaluation & Observability Platform”
www.confident-ai.com · checked Aug 1, 2026 - Regulatory status
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Underwriting backing
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Client types
- 500+ LEADING AI COMPANIES
“TRUSTED BY 500+ LEADING AI COMPANIES”
www.confident-ai.com · checked Aug 1, 2026
Safety
- Safety evaluations
- AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.
“AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.”
www.confident-ai.com · checked Aug 1, 2026 - Red teaming
- Red Teaming
“Red Teaming”
www.confident-ai.com · checked Aug 1, 2026 - Safety policy
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Usage restrictions
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Model or system card
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Incident reporting
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Third-party evaluations
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Data handling
- All data is encrypted in transit and at rest, and we never use your data to train models.
“All data is encrypted in transit and at rest, and we never use your data to train models.”
www.confident-ai.com · checked Aug 1, 2026
Practicality
- Pricing model
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Price point
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Availability
- Try Now For Free
“Try Now For Free”
www.confident-ai.com · checked Aug 1, 2026 - Deployment options
- fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure
“Yes. Confident AI offers a fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure, keeping all data within your network.”
www.confident-ai.com · checked Aug 1, 2026 - Integrations
- OpenAI, LangGraph, Opentelemetry
“SDKs in Python, Typescript; 20+ integrations, including OpenAI, LangGraph, Opentelemetry, and tons of more LLM gateways.”
www.confident-ai.com · checked Aug 1, 2026 - Supported regions
- United States of America (North Carolina) or the European Union (Frankfurt)
“MULTI-DATA RESIDENCY Store and process data in the United States of America (North Carolina) or the European Union (Frankfurt).”
www.confident-ai.com · checked Aug 1, 2026 - Support model
- 99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.
“99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”
www.confident-ai.com · checked Aug 1, 2026
Ecosystem
- Protocols supported
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- API access
- APIs for the entire pipeline. Every part of Confident AI is exposed as an API.
“AUTOMATIONS APIs for the entire pipeline. Every part of Confident AI is exposed as an API.”
www.confident-ai.com · checked Aug 1, 2026 - Open source
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
- Marketplace presence
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this
Impact
- User base
- 500+ LEADING AI COMPANIES
“TRUSTED BY 500+ LEADING AI COMPANIES”
www.confident-ai.com · checked Aug 1, 2026 - Deployment scale
- 500+ LEADING AI COMPANIES
“TRUSTED BY 500+ LEADING AI COMPANIES”
www.confident-ai.com · checked Aug 1, 2026 - Target sectors
- industries where a perfectly functional AI is not good enough.
“Purpose built for industries where a perfectly functional AI is not good enough.”
www.confident-ai.com · checked Aug 1, 2026 - High-risk domains
- healthcare, insurance, and financial industries.
“HIPAA, SOCII COMPLIANT Our compliance standards meets the requirements of even the most regulated healthcare, insurance, and financial industries.”
www.confident-ai.com · checked Aug 1, 2026 - Documented incidents
- no public informationwww.confident-ai.com · checked Aug 1, 2026 · source did not state this