vendor · observability

Confident AI

www.confident-ai.comevidence retrieved Aug 1, 2026 – Aug 29, 2026view as JSON all observability entries 13 alternatives

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

22 fields evidenced · 27 with no public information. Every value below links to the document it came from and the date we checked it.

12 of those 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.

6 of the evidenced values quote wording our own later capture of the same page no longer contains. Marked below, awaiting an editor.

Also appears in

AI agents and vendors that state HIPAA compliance Self-hosted and on-premise AI agents AI agents that state scoped or role-based permissions AI agents that publish an uptime SLA

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

1/3 auto

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

Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.

Counts Audit trail, each cited below.

Compliance

1/3 auto

Are compliance obligations attached per engagement?

Scored from 1 evidenced field(s): compliance_certs. Automated score; capped at 2 pending review.

Counts Compliance certifications, each cited below.

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.confident-ai.com · checked Aug 1, 2026 · source did not state this
Own liability cover: no public information
www.confident-ai.com · checked Aug 29, 2026 · source did not state this
Insurance carriers: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Indemnification: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Liability cap: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Audit trail: not yet interpreted
“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 information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Explainability: not yet interpreted
“Inspect every trace Alert on degradation Latency & cost tracking”
www.confident-ai.com · checked Aug 1, 2026
Runtime governance: not yet interpreted
“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: not yet interpreted
“RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026
Compliance certifications: not yet interpreted
“HIPAA, SOCII COMPLIANT”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026
Regulatory alignment: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Outcome-based pricing: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Settlement mechanism: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Asset custody: no public information
www.confident-ai.com · checked Aug 29, 2026 · source did not state this
Dispute process: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
SLA terms: not yet interpreted
“99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026
Evaluation coverage: not yet interpreted
“Evals ran to date [ 0 + ]”
www.confident-ai.com · checked Aug 1, 2026
Self-reported performance: no public information
www.confident-ai.com · checked Aug 29, 2026 · source did not state this
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 information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Underwriting backing: no public information
www.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: not yet interpreted
“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: not yet interpreted
“Red Teaming”
www.confident-ai.com · checked Aug 1, 2026
Safety policy: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Usage restrictions: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Model or system card: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Third-party evaluations: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Data handling: not yet interpreted
“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 information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Price point: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Availability: not yet interpreted
“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).”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026
Support model: not yet interpreted
“99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026

Ecosystem

Protocols supported: no public information
www.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 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.confident-ai.com · checked Aug 1, 2026
Marketplace presence: no public information
www.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.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 16, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.confident-ai.com · checked Aug 1, 2026
Documented incidents: no public information
www.confident-ai.com · checked Aug 1, 2026 · source did not state this
Market recognition: no public information
www.confident-ai.com · checked Aug 29, 2026 · source did not state this

Compared with

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