---
title: "Production AI and Agents for Engineering | Fusemachines"
description: "Take AI agents from demo to production: agentic architecture, AI evaluation, governance and security, and open-source LLM cost optimization."
url: https://fusemachines.com/ai-solutions/production-ai-and-agents/
last_updated: 2026-10-06
---

For product & engineering

# Enterprise-grade AI, built into your product.

From model to shipped feature, with the reliability and cost control enterprise customers expect.

[Schedule a discovery call](https://fusemachines.com/contact/)

![Production AI and Agents](https://fusemachines.com/assets/images/ai-solutions/2026/ai-drive-product-development-1.avif)

Production AI & Agents

## Copilots and agents built to enterprise standards, architected for production, governed for security review, and optimized to run affordably.

- [Agentic AI Architecture Design multi-agent systems that hold up in production, not just in the demo. Architecture for agents that plan, call tools and hand off work, with the controls to run them at enterprise scale.](https://fusemachines.com/ai-solutions/production-ai-and-agents/agentic-ai-architecture/)
- [AI Eval, Governance & Security Prove your AI works, keep it safe and pass the reviews that stand between you and production. Evaluation, guardrails and governance for models and agents, ready for security review and new AI regulation.](https://fusemachines.com/ai-solutions/production-ai-and-agents/ai-eval-governance-and-security/)
- [Open-Source LLMs & Cost Optimization Cut model costs without losing quality, and keep your data inside your own cloud. Open-source models tuned, served and routed so you pay only for the capability each task needs.](https://fusemachines.com/ai-solutions/production-ai-and-agents/open-source-llms-and-cost-optimization/)

Systems

## Built on the systems you already run.

- **aws**
  Amazon Web ServicesData Cloud
- SnowflakeCloud
- Google cloudCloud
- DatabricksCloud

## Take your AI from pilot to production.

Build, validate, and deploy AI that delivers real business impact.

[Schedule a discovery call](https://fusemachines.com/contact/)