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
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.
Where the value goes
The same budget, spent very differently
A directional look at how engagements compare on the dimensions that actually move a program. Bars animate as you scroll.
Senior time on your actual work
Who is really doing the building?
Speed to production value
Quarters vs. multi-year programs.
Cost predictability
Fixed outcomes vs. an open billable meter.
Budget spent on delivery, not overhead
No global-brand markup or idle bench.
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. |
In good company
Trusted across the enterprise
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.