AI consulting that puts agents into production.

Insight Global is a talent, consulting, and AI company. We scope the work, staff the team, and build agentic AI that runs your business, from a working prototype on your own data to a platform across functions.

FROM PILOT TO PRODUCTION

AI that actually runs.

The gap between AI strategy and AI in production is where most programs stall. Insight Global bridges it — with the people, the methodology, and the track record to take AI from proof-of-concept to enterprise scale.

We build, deploy, and run production AI systems for Fortune 500 organizations, from agentic workflows to data platform modernization. Our teams embed alongside yours, and the work holds up in production.

AI engineering team collaborating on production systems
Insight Global Labs

Powering the AI revolution from the bottom up.

Insight Global Labs is Insight Global’s AI services and software practice, built to scale agentic AI inside the enterprise. We started it because the same gap shows up at every client: AI is deployed, but the operating model that captures value from it isn’t built yet.

Labs exists to close that gap. We embed engineers inside your team — with the tools they need and the agents they’ve already built. Backed by Insight Global’s global recruitment scale, multi-cloud partnerships, and the engineering teams that keep the systems we build running in production.

Insight Global Labs
The leadership team
Four-stage engagement model

From first prototype to enterprise platform.

Most programs start at Stage 1; others enter further down the path. Each stage has a fixed scope and a defined timeline — finish one, decide on the next.

1 Design and Prototype

Prove the value.

1–3 months

Map the value chain, prioritize the highest-ROI use cases, and deliver a working prototype showing the end-state.

2 Build and Deploy Agents

Put agents to work.

3–4 months

Take one workflow slice into production with a multi-agent solution, eval suite, runbook, and a measured pilot.

3 Develop Agentic Workflows

Transform a function.

~9 months

Connect 2–4 roles across a workflow with multi-agent orchestration, controlled autonomous writes, audit trails, and risk management.

4 Deploy Agentic Platforms

Re-platform the company.

Multi-year

Build a shared agentic platform with workflow packs. New use cases launch in weeks, and ROI compounds across every function running on it.

How we deliver

Two ways to bring us in.

AI programs need different things at different stages. Sometimes that’s specific roles filled fast; other times it’s a team that owns the pilot, the platform, or the production rollout. We’ll help you find the right fit.

We assemble the team, take ownership of the outcome, and report against your KPIs.

1Outcome-owned. SOW-based engagements with SLAs, milestones, and accountability on us, architected around your KPIs.
2Full-stack delivery. One integrated team: agents, platforms, data, cloud, governance.
3Scales without rebuilding. From a few agents to a workflow to a platform: same partner, same playbook. Talent bench backstops every team.

Share a role. Get a qualified AI shortlist in 48 hours. Welcome new specialists to your team.

1Share the role. Skills, seniority, stack, timeline. We source from our AI specialist network.
2Review the shortlist. You interview while we handle compliance, background, and onboarding.
3End-to-end relationship. Contract, direct hire, or contract-to-hire, with backfill guarantee.
Industry POV

AI drives end-to-end business transformation.

The real power of AI isn’t task automation — it’s reshaping the business itself. Cecil Stokes shares what enterprise leaders need to prioritize today to make that shift real, not theoretical.

Cecil StokesTechnology Industry Principal · Insight Global
Proof in production

From hallucinating agents to trusted autonomy in production.

Technology · Agentic AI
Global technology leader

Their enterprise AI assistant was stalling in production — agents hallucinated tool calls, looped on errors, and couldn’t balance autonomy with safety. Insight Global embedded with the client’s internal AI team to tune the models and agents end to end: data generation, specialized instruction tuning, agentic behavior, and guardrails.

Read the full case study
Common questions

AI Services FAQ

Ready to move?

Let’s scope the AI work.

A 30-minute call. No pitch, no commitment.

What to expect
  • 30-minute scoping call
  • No-obligation fit check