---
title: "AgentOps"
description: "Run AI agents in production with telemetry, regression evals, and guardrails. We add observability, prompt versioning, and one-click rollbacks before launch."
image: "https://foundrysoft.co/api/og?type=page&title=AgentOps&st=Run+AI+agents+in+production+with+telemetry%2C+regression+evals%2C+and+guardrails.+We+add+observability%2C+prompt+versioning%2C+and+one-click+rollba%E2%80%A6"
url: "https://foundrysoft.co/services/agentops"
---

Primary / Agents

Primary / Agents

# AgentOps

Run AI agents in production with telemetry, regression evals, and guardrails. We add observability, prompt versioning, and one-click rollbacks before launch.

Get in touch [All services](https://foundrysoft.co/services)

Focus

Primary / Agents

Engagement

Fixed-scope or dedicated

Timeline

From 4 weeks

Ownership

100% yours

How we deliver

## Our process for agentops

A fixed four-step path from first call to production, with weekly demos and a hard launch date.

Days 1–4

Step 01

### Discovery & data audit

We map your use case, evaluate data readiness, and define success metrics and guardrails up front.

Deliverable

Feasibility report & eval plan

Days 5–9

Step 02

### Model & pipeline design

We architect the retrieval, model, and orchestration layers with cost, latency, and safety in mind.

Deliverable

Architecture & prompt/eval harness

Weeks 2–3

Step 03

### Build, evaluate & harden

We build with a regression eval suite, add guardrails against prompt injection and PII leaks, and tune quality.

Deliverable

Tested system & eval dashboard

Week 4

Step 04

### Deploy & monitor

We ship to production with telemetry, cost controls, and one-click rollback, then hand over full ownership.

Deliverable

Live system, docs & handover

See where your project fits.

[Book your systems audit](https://foundrysoft.co/contact)

### Operating agents in production

Building an agent demo is easy; keeping it running in production is hard. We provide the infrastructure needed to manage autonomous systems reliably, observability, evaluation, and safety, allowing teams to deploy agents with the same confidence as standard services.

-   **Telemetry:** Full instrumentation for tool calls, token use, latency, and cost. We integrate with OpenTelemetry to provide clear visibility into every agent run.
-   **Evaluation:** Regression tests for every deployment. We compare agent trajectories and outputs across model versions to ensure performance doesn't degrade.
-   **Guardrails:** Safety layers that prevent prompt injection, restrict tool access, and filter PII. We include deterministic rules to escalate to human review when an agent is unsure.
-   **Lifecycle management:** Tools for prompt versioning, reproducible runs, and one-click rollbacks. We treat agent logic as core infrastructure.

### Operational standards

We instrument every agent before it goes live. No system is deployed without a monitoring dashboard, a rollback strategy, and passing regression tests.

-   **Observability:** Track latency, cost, and success rates for every tool and agent, with full logs for auditing.
-   **Reliability:** Support for canary and shadow deployments with automatic rollbacks if performance drops.
-   **Safety:** Enforce strict policies, rate limits, and tool sandboxing to keep operations secure.

#### What's included

-   Production-grade evals & guardrails
-   Full telemetry and cost controls
-   Prompt & model version control
-   100% IP, model & data ownership

#### Have a project like this?

Tell us the goal, we'll reply with a scope and a fixed quote within a day.

Get in touch

#### Next service

[AI Agent for Customer Service](https://foundrysoft.co/services/ai-agent-customer-service)

Explore more

## Related services

[All services](https://foundrysoft.co/services)

[Artificial Intelligence (AI)

### AI Agent for Customer Service

Expert AI Agent for Customer Service services by FoundrySoft. We build scalable, secure, and modern solutions tailored to your business needs.

Learn more](https://foundrysoft.co/services/ai-agent-customer-service) [Artificial Intelligence (AI)

### AI Agent Development

Expert AI Agent Development services by FoundrySoft. We build scalable, secure, and modern solutions tailored to your business needs.

Learn more](https://foundrysoft.co/services/ai-agent-development) [AI & Automation

### AI Automation Agency in India

Leading AI Automation Agency in India. We build production LLM orchestration, multi-agent workflows, and RAG systems wrapped in fast APIs.

Learn more](https://foundrysoft.co/services/ai-automation)

## Ready to build agentops?

Every project starts with a clear scope and a fixed timeline. Tell us what you're building and we'll reply within one business day.

Get in touch

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