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confident-ai.com · Active

Confident AI

Evidence review incomplete; verified field coverage is limited.

Evidence-backed profile summary

Agenova records Confident AI as a data analysis agents product from confident-ai.com. Accepted capability evidence: Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access. Accepted availability evidence: Starter costs $200 per month.

Category
Data analysis agents
Purpose taxonomy
Pending source-backed purpose review
Pricing
Starter costs $200 per month.
Deployment
Enterprise offers dedicated on-premises deployment.
Source freshness
Attention required
Evidence coverage
6 of 8 fields
Execution status
No published execution evidence
Last assessed
2026-06-30
Last source scan
2026-09-01
Last material change
No accepted change recorded
Search-value evaluation brief · Evidence only

Confident AI: what a buyer can verify now.

6 of 8 decision fields currently have publication-qualified support. This is an evidence summary, not a score or recommendation.

Positioning

What it is

Confident AI is recorded as a data analysis agents product from confident-ai.com. Accepted official evidence describes its work this way: Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.

Suitable task evidence

Work to evaluate

Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.

Deployment & availability

How access is documented

Pricing: Starter costs $200 per month. Deployment: Enterprise offers dedicated on-premises deployment.

Decision context

Where it enters a shortlist

No published Decision Brief currently includes Confident AI; use the accepted product facts below for preliminary evaluation only.

Evidence limits

What remains unverified

  • Regional availability
  • Execution reliability

Unknown means Agenova does not currently have a publication-qualified fact. It is not a negative claim about the product.

Canonical Agent entity

What is Confident AI?

Confident AI is recorded as a data analysis agents product from confident-ai.com. Accepted official evidence describes its work this way: Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.

Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.

Evidence boundary

What is verified—and what remains unknown.

Source-backed now

  • PricingStarter costs $200 per month.
  • CapabilitiesStarter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.
  • DeploymentEnterprise offers dedicated on-premises deployment.
  • Enterprise controlsTeam includes custom RBAC and SSO.
  • Privacy & data policyEnterprise supports custom data residency including Canada, Australia, and Japan, and includes HIPAA support.
  • IntegrationsStarter and higher plans include full Project API access.

Not yet verified

  • Regional availabilityNo accepted public source currently supports this field.
  • Execution reliabilityNo publication-approved execution evidence.
Decision readiness

Evidence coverage: 75%

6 of 8 decision fields supported. Evidence coverage is not a product score.

Source-Backed
6
Execution-Verified
0
Intelligence Gap
1
Execution Evidence Gap
1
FieldCurrent answerEvidence stateSourceLast assessed
Capabilities

CONDITIONAL — official source field-level review: Starter includes no-code evaluations, custom metrics, online evaluations, annotation workflows, chat simulations, observability workflows, real-time alerting, and Project API access.

Source-BackedConfident AI official pricing source
Deployment

CONDITIONAL — official source field-level review: Enterprise offers dedicated on-premises deployment.

Source-BackedConfident AI official pricing source
Privacy & data policy

CONDITIONAL — official source field-level review: Enterprise supports custom data residency including Canada, Australia, and Japan, and includes HIPAA support.

Source-BackedConfident AI official pricing source
Integrations

CONDITIONAL — official source field-level review: Starter and higher plans include full Project API access.

Source-BackedConfident AI official pricing source
Regional availability

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Execution reliability

No publication-approved execution evidence is available for this Agent.

UnverifiedExecution Evidence GapNo accepted source
Evaluation status

Execution status: No published execution evidence

Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.

Product facts and market availability

Known facts, with boundaries visible.

Pricing
Starter costs $200 per month.Source-Backed
Deployment
Enterprise offers dedicated on-premises deployment.Source-Backed
Languages
English
Provider-listed markets
GlobalProvider-listed; not verified availability
Independently verified availability
Unverified
Access requirements
Not recorded
Payment access
Not verified
Network dependency
Not verified
Integrations
Starter and higher plans include full Project API access.Source-Backed
Published change intelligence

Recent Changes

No published material change is currently linked to this profile. This does not mean the product has not changed; it means no accepted change record is available here.

Capability intelligence · Evidence-aware, not a ranking

Capabilities and evidence

Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.

No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.

View full evidence audit9 audited fields · default collapsed

Identity

Unverified · 0 matching sources · 2026-06-30

No accepted supporting source is recorded for this field.

Version

Unverified · 0 matching sources · 2026-06-30

No accepted supporting source is recorded for this field.

Regional availability

Unverified · 0 matching sources · 2026-06-30

No accepted supporting source is recorded for this field.

Traceable provenance

Official sources

These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.

SourceType and providerSupportsReviewed
Confident AI official productofficial product · confident-ai.comCanonical identity or product context
Confident AI official pricing sourcepricing page · Confident AICanonical identity or product context
Confident AI official capabilities sourceofficial documentation · Confident AICanonical identity or product context
Confident AI official privacyDataPolicy sourceprivacy policy · Confident AICanonical identity or product context
Confident AI official pricing sourcepricing page · Confident AICanonical identity or product context
Confident AI official capabilities sourceofficial documentation · Confident AICanonical identity or product context
Confident AI official capabilities sourceofficial documentation · Confident AICanonical identity or product context
Confident AI official pricing sourcepricing page · Confident AICanonical identity or product context
Confident AI official capabilities sourceofficial documentation · Confident AICanonical identity or product context
Confident AI official pricing sourcepricing page · Confident AIPricing, Capabilities, Deployment, Enterprise controls, Privacy & data policy, Integrations
Shared published decision cohort

Compare relevant candidates.

Candidates from the same published Decision Brief cohort as Confident AI; not alphabetical suggestions.

No published Decision Brief currently provides a governed alternative set for this Agent. Alphabetical or keyword-only alternatives are not shown.

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