Why 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 accelerators, and fixed-outcome engagements that ship faster than either.

Years of combined core team experience

Reduction in manual data effort delivered

Hyperscaler partnerships - Microsoft, AWS, Oracle

Senior practitioners on your engagement

The AICG difference

Why teams choose to work with us

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, not reinvention.

Fixed-outcome engagements

We scope to a defined result and price to it. You get predictability instead of an open-ended time-and-materials meter.

Speed to production

We ship value in quarters, not years - with a bias toward production systems your team can own, not slideware.

The honest comparison

AICG vs. large firms vs. doing it yourself

Capability	AICG	Large firms	DIY
Senior practitioners doing the actual work Big firms sell partners, staff juniors. DIY depends on who you can hire and retain.
Productized accelerators / 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 + data specialization Specialized focus vs. generalist bench vs. stretched internal skills.
Overhead you pay for No global-brand markup; senior teams without the enterprise tax.