AI Factory: transform ideas into production AI solutions

AI Factory is an enterprise AI development platform delivered through ECS DevLabs. It streamlines the full lifecycle — from intake and feasibility, to rapid build, to production readiness, to real-time monitoring.

AI Factory is designed for ECS teams building AI-enabled apps, automation, copilots, and decision-support solutions — with governance and guardrails built in.

What AI Factory enables

  • Faster intake & prioritization of AI ideas
  • Rapid development with reusable patterns
  • Production readiness scoring & delivery discipline
  • Observability for performance, cost, and impact

Built to support the “Plan → Build → Deploy → Monitor” lifecycle.

Why AI Factory?

Most AI initiatives fail due to unclear requirements, weak governance, brittle delivery, or lack of monitoring. AI Factory is an opinionated platform that makes the lifecycle repeatable.

Note: To fully utilize AI Factory capabilities—including planning tools, development workflows, delivery pipelines, and monitoring dashboards—an active ECS DevLabs account is required.

⚡ Accelerate development

Reduce time-to-production by standardizing workflows, templates, and delivery patterns.

🎯 Better prioritization

Make data-driven decisions about feasibility, value, and effort — before teams over-invest.

🔒 Enterprise-grade controls

Governance, security, and compliance guardrails help teams move quickly without skipping steps.

Four integrated components

AI Factory supports end-to-end delivery: plan the idea, build the solution, deploy with discipline, and monitor outcomes in production. The components below are delivered through ECS DevLabs. Interactive tools and dashboards require an approved DevLabs project and access.

Plan • AI readiness assessment

Capture project ideas in plain language and assess feasibility, value, and requirements to prioritize what to build next.

Open planning tools

Build • Rapid development platform

Accelerate implementation using no-code/low-code workflows, AI-assisted code generation, and reusable templates that maintain enterprise standards.

Open development tools

Deploy • Automated delivery pipeline

Streamline releases with automated testing, security scanning, and production readiness scoring to ensure each deployment meets quality and compliance expectations.

Open delivery scoring

Monitor • Real-time insights & optimization

Track performance, cost, and business impact with observability, alerting, and optimization recommendations across your AI portfolio.

Open monitoring dashboard

How to get started

AI Factory onboarding is routed through DevLabs intake so we can align the use case and delivery expectations.

1

Define the use case

Write a 3–5 sentence description of what you want the AI solution to do, who it serves, and how success will be measured.

2

Submit a DevLabs onboarding request

Use the ECS DevLabs Support Portal to submit a DevLabs Project Discovery / Onboarding request. In the request, indicate that your project is an AI Factory use case.

Open the ECS DevLabs Support Portal

3

Plan → Build → Deploy → Monitor

The DevLabs team will help you map your work into the AI Factory lifecycle and pick the right tools, environments, and guardrails.

Need help now?

Email support@ecsdevlabs.com or open a ticket in the ECS DevLabs Support Portal .