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Progress Agent Engineering: Governance

You Can't Trust What You Can't Govern

Your agent answered. But did it follow the rules?

Set cost, quality and risk boundaries, then monitor issues with alerts and notifications tied to spend and quality.

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No credit card required. Free for small teams. First trace in minutes.

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Control Access, Spend and Risk Before Agents Scale.

Set operating boundaries before agents run, then prove what happened after.

Set the Rules

Define approved models, tools, workflows, owners and cost boundaries before agents run.

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Detect What Breaks

Surface risky, expensive, slow or low-quality behavior and route it to the right team.

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Prove What Happened

Keep trace-connected evidence for review, audit, investigation and improvement.

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Capabilities

 

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Set the Rules

Govern model, tool and spend access.

Use policies and Model Gateway to route agents through approved models, keys, tools and cost controls before they run.

  • Set boundaries for models, tools, context and spend.
  • Route access through Model Gateway.
  • Tie policy signals to owners, environments and traces.

Model Gateway is available for Pro and Custom plans and priced separately.

Detect What Breaks

Catch risky behavior fast.

Use alerts and notifications to surface hallucinations, unsafe outputs, prompt injection, latency issues and cost spikes.


  • Detect hallucination, poor grounding, unsafe output, PII exposure and prompt-injection risk.
  • Alert owners when thresholds are crossed.
  • Flag cost, quality, safety and latency issues.
  • Route sensitive runs to human review.
Prove What Happened

Keep an audit-ready record.

Preserve prompts, model calls, tools, context, costs, verdicts and review states for audits and investigations.

  • Review trace-connected evidence.
  • Support audits and governance reviews.
  • Feed findings back into policies and evaluations.

 

Capabilities

Governance capabilities across the agent lifecycle

Agent Policies

Set boundaries for cost, quality, safety, security, models, tools and context.

Auditing

Keep trace-connected records for reviews, investigations and governance.

Human Review

Escalate sensitive, risky or low-confidence runs with full run context preserved.

Model Gateway

Control approved model access, keys, regions and usage policies.
Pro and Custom plans; priced separately.

Alerts & Notifications

Notify the right owners when behavior crosses cost, quality, safety or latency thresholds.

Cost & Usage Controls

Attribute token usage and estimated cost to agents, workflows, models, and owners.

AI Improvement Loop

Turn Evaluations Into
Continuous Improvement

Design with Control. Observe what happened. Evaluate the outcome. Improve continuously.

Connect Your Agent.

Paste this prompt into your agent.

Get your API key

Sign up for free · No credit card required

Connect Your Agent Paste this prompt into your agent
Install https://github.com/telerik/observability-skills

Works with Cursor, Claude Code, Copilot, Codex and more.


Set up API Key

Your agent will ask for your API key. Get your API Key here.

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Pricing

Simple, predictable pricing. Start free, scale as you grow. No surprises, no hidden fees.

Free ForeverFor developers testing early agent prototypes
 
$ 0

per month

Includes 10,000 units

Retention: 7 days

 

  • Agent Trace Explorer
  • LLM request and prompt logging
  • Basic cost and token visibility
  • Basic LLM-as-a-Judge evaluations
  • .NET, Python and TypeScript SDKs
  • Integrations with popular AI frameworks and model providers
StarterFor small teams deploying their first live AI agents
 
$ 29

per month

Includes 200,000 units

Retention: 30 days

$8 USD per additional 100K units

  • Everything in Free, plus:
  • Full Cost Attribution (per-agent, per-model, total costs)
  • Real-Time & Historical LLM-as-a-Judge Evaluations
  • Evaluation Datasets & Experiments
  • Anomaly Detection & Alerting
ProFor teams running production AI agents at scale
 
$ 299

per month

Includes 1,000,000 units

Retention: 60 days

$8 USD per additional 100K units

  • Everything in Starter, plus:
  • SSO Included
EnterpriseFor organizations scaling governed AI applications
Starting at
$ 3,000

per month

Custom trace volume

Retention: Infinite

 

  • Everything in Pro, plus:
  • BYOS data residency options for teams with strict data control requirements
  • Enterprise governance with audit logs, access controls and SLA commitments
  • Custom volume pricing for high-throughput AI applications and AI labs

Explore More in Progress Agent Engineering

Observability
Observe and debug production behavior

Trace prompts, model calls, retrieval, tools, workflow steps, latency, tokens and cost so teams can understand what agents actually did.

Evaluations
Design, Test and Improve Agent Behavior

Use prompts, playgrounds, datasets, experiments and LLM-as-a-judge evaluations to compare behavior before and after release, track regressions and optimize for quality, safety and cost.

Memory & Context
Control What Agents Retrieve, Remember and Reuse

Manage what agents retrieve, remember, reuse, share and forget across workflows so they use the right context in the right place.

Agent Engineering Overview
See the Full Control Layer for Production AI

Explore how Progress Agent Engineering brings observability, evaluations, governance and memory/context together to help teams improve quality, cost and trust in production AI.

Works with Your Stack

The Progress Agent Engineering Platform integrates with the tools, frameworks and platforms teams already use to build and run AI agents.

  • Languages & SDKs: .NET (C#), Python, JavaScript/TypeScript
  • Agent Frameworks: Semantic Kernel, LangChain, LlamaIndex, AutoGen, Microsoft Agent Framework
  • LLM Providers: Azure OpenAI, OpenAI, Anthropic
  • AI Tooling: Microsoft.Extensions.AI, Microsoft AI Foundry, Progress RAG
  • Enterprise SSO: Okta, Azure AD, SAML
  • Open-Source Models (OSS): Llama 2/3, Mistral, Mixtral, Falcon, Gemma, etc.
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Frequently Asked Questions

  • What is AI agent governance?
  • How is governance different from observability?
  • Can governance stop an agent from doing something unsafe?
  • Why do agents need alerts beyond existing monitoring?
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Ready to Scale Agents You Can Trust?

Control access, spend and risk with governance evidence connected to every production run.

Start Free No credit card required to start. 5 minute set up.