AI Governance Safety & Evaluation Paid

Sentrial

Production observability, evaluations, and semantic failure detection for AI agents

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PricingPaid
Starting price$10/mo
Free planUnknown
Free trialYes
APIYes
Open sourceNo
DeploymentCloud
Last verifiedJuly 29, 2026
Overview

Tool overview

Sentrial is listed under AI Governance Safety & Evaluation AI tools.

Summary

What is Sentrial?

Sentrial monitors AI agents in production through session traces, events, evaluations, issue detection, root-cause diagnosis, alerts, replay, and suggested fixes. It supports Python and TypeScript SDKs, API keys, dashboards, OpenTelemetry, and common agent frameworks.

Best fit

Best for

Teams operating multi-step AI agents that need production failure intelligence

Audience

Who is it for?

AI application developersAgent platform teamsReliability engineersApplied AI product teams
Recommendation

Decision note

Accepted after independent V411 official-source verification. Run Preview first and visually verify controlled fields, Arabic v2 lists, outreach, affiliate evidence, lifecycle status, and logo QA before Apply.

Capabilities

Key features

Session, trace, span, and event monitoring

Semantic failure and issue detection

Evaluations, replay, and root-cause diagnosis

Python and TypeScript SDKs

Dashboards, alerts, and suggested code fixes

Workflows

Use cases

Monitoring production AI agents

Detecting hallucinations and tool misuse

Diagnosing failed multi-step workflows

Evaluating releases before deployment

Tracking cost, latency, and success

Strengths

Pros

  • Public developer pricing
  • Fast SDK-based setup
  • Purpose-built semantic agent monitoring
Considerations

Cons

  • Developer plan has limited retention
  • Startup pricing rises substantially
  • No official self-hosted edition was confirmed
Considerations

Limitations

Monitoring depends on complete and correctly instrumented traces. Semantic classifiers can mislabel behavior or miss domain-specific failures. Teams should protect logged data, define evaluation criteria, review suggested fixes, and keep independent product and safety tests.

Cost

Pricing details

Pricing modelPaid
Starting price$10/mo
Free planUnknown
Free trialYes
Pricing context

Billing options

MonthlyEnterprise custom
Pricing context

Pricing note

Developer costs $10 per month for 10,000 traces, basic evaluations, and seven-day retention. Startup costs $450 per month for one million traces, advanced evaluations, automated issue grouping, and 30-day retention. Enterprise is custom with unlimited traces, custom retention, support, and VPC deployment options. “Start for free” is not treated as proof of a permanent free plan or a specific trial.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

LangChain

CrewAI

AutoGen

Vercel AI SDK

Mastra

OpenTelemetry

Specs

Technical details

PlatformsWeb
Multilingual supportUnknown
Login requiredYes
Open sourceNo
DeploymentCloud
CompanySentrial Inc.
Launch year2026
Models / versionsSemantic issue classifiers
Editions / plansDeveloper Startup Enterprise
Data confidenceHigh
Last verifiedJuly 29, 2026
Documentation → Release notes → Data source →
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Answers

Frequently asked questions

Sentrial monitors AI agents in production through session traces, events, evaluations, issue detection, root-cause diagnosis, alerts, replay, and suggested fixes. It supports Python and TypeScript SDKs, API keys, dashboards, OpenTelemetry, and common agent frameworks.
Teams operating multi-step AI agents that need production failure intelligence
The listed pricing model for Sentrial is Paid. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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