AICG
AICG team members collaborating around a table

We are AICG.

A data and AI consultancy and systems integrator. We help organizations design, build, and run the platforms their most important decisions depend on.

About AICG

Enterprise delivery, without the enterprise overhead.

The largest firms sell you a brand and staff you juniors. Doing it yourself means hiring, retaining, and re-learning what we do every day.

AICG gives you senior teams, productized platforms, and fixed-outcome engagements that ship faster than either. We partner with Snowflake, Databricks, MotherDuck, Omni, Microsoft, AWS, and Oracle, so the architecture we recommend is the right one for you, not the one we resell.

Who we are

Mission

To help organizations turn data into decisions and AI into measurable outcomes, delivered by senior teams on platforms that are proven in production.

Vision

To be the most trusted data and AI systems integrator for organizations that need enterprise results without enterprise overhead.

Approach

Senior by default. The people who scope your work are the people who build it. No pyramid, no learning on your dime, no rotating junior staff.

Productized accelerators. DLH.io, DBDeux, and UnitOps mean we start from a running head start, not a blank page, so you pay for outcomes rather than reinvention.

Fixed outcomes, delivered fast. We scope to a defined result and price to it, and we ship value in quarters, not years, with production systems your team can own.

The honest comparison

AICG vs. large firms vs. doing it yourself

CapabilityAICGLarge firmsDIY
Senior practitioners doing the actual work
Big firms sell partners and staff juniors. DIY depends on who you can hire and retain.
Productized accelerators and IP
We bring DLH.io, DBDeux, and UnitOps to every engagement.
Fixed-outcome pricing
Predictable cost tied to a defined result, not billable hours.
Time to production value
Quarters, not multi-year programs or stalled internal projects.
Direct access to decision-makers
You work with the people accountable for delivery.
Knowledge transfer to your team
We build so your team can own and extend the result.
Deep AI and data specialization
Specialized focus vs. generalist bench vs. stretched internal skills.
No global-brand overhead
Senior teams without the enterprise markup.
Two colleagues reviewing work on a laptop

Our people

The people who scope your work are the people who build it.

Meet the architects, engineers, and strategists accountable for delivery, from first conversation to production.

Meet the team

See the difference on your own program.

Bring us a stalled initiative or a fresh mandate. We'll show you the fastest credible path to production, and the team that will get you there.

Trusted across the enterprise

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