A 10,000-person IT firm cut test prep time by up to 40% with AI agents

How Movate, a 10,000-person IT services firm, made test case prep up to 40% faster with AI agents on Lyzr, plus the 3C Framework for AI adoption.

Guest

Devanathan Desikan

AVP & AI Digital Services Architect, Movate

20+ years in product and quality engineering. Leads AI solutioning across the SDLC and IT ops lifecycle, and gets enterprise AI from concept into production.

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Anirudh Narayan

Co-founder & Chief Growth Officer, Lyzr

Co-founder & Chief Growth Officer, Lyzr. He built Agent Sam, the AI agent that pitched Lyzr to its Series A investors.

Follow Ani on LinkedIn →

Must watch if your engineering team runs AI pilots but still writes test cases by hand.

Chapters

Orange dot marks a key moment

Devanathan Desikan and Anirudh Narayan on How We Agent, episode 1: Movate

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Five moments worth pressing play for

Short on time? Pick up where you want.

Moment 01

Seven jobs enterprises are handing to agents

The real use cases on the table, from the engineering floor to the back office.
- Change impact analysis
- Incident triage and support
- Customer experience
- Code review and documentation
- Test case generation
- IT ops incident resolution
- HR, finance and legal workflows
Moment 02

Don’t start with your biggest problem

Start where the win is quick to prove. Then climb. The adoption path that actually holds up:
1. Productivity wins
2. Operational workflows
3. Business outcomes
Moment 03

The 3C Framework

Three steps for building an AI practice that outlasts the pilot.
- ContextualizeBuild the knowledge layer and data context.
- Co-EngineerWire AI into the systems you already run.
- Co-DeliverPeople and agents on one operating model.
Moment 04

No context, no consistent agents

Agents that give repeatable answers sit on a real knowledge foundation:
- Knowledge graphs
- Structured and unstructured data
- Semantic links between systems
- Domain expertise inside the agent
Moment 05

Give every role a digital twin

Agents mapped to real roles and delivered inside VS Code and Teams, so nobody switches tools to use them.