ACS SCALED FROM 40 TO 80 ENGINEERS. THE HARD PART IS EVERYTHING ABOVE THE MODEL.
A READ ON THE ORCHESTRATION LAYER. PREPARED ONCE, HANDED OVER AT THE BOOTH.
SITUATION READ
You closed the Series A in March. You tripled Austin in February. The Army is evaluating Bullfrog on Abrams and Bradley. Korea and UAE contracts are running in parallel with U.S. program-of-record work. Training data generation is a first-class product capability.
At this scale the model stack is not the bottleneck. The bottleneck is the context around it.
60 / 30 / 10
Eduba works with teams that ship AI into regulated, high-stakes environments. The split we use:
For a robotics company shipping model updates across multiple platforms to multiple allied customers, the 60 / 30 / 10 distinction is load-bearing. Sorting which layer each piece of work belongs on, in a way that survives a 40-to-80 headcount shift, is what we do.
MATCHING ENGAGEMENT
CTO-LED, SCOPED SPRINT, METHODOLOGY DELIVERY.
- BUYERANDREW SANTUS, CTO
- SHAPESCOPED SPRINT / ONE WORKSHOP / ADVISORY CALLS
- DELIVERABLEORGANIZATIONAL CONTEXT ARCHITECTURE + STRATEGIC OPERATIONS FRAMEWORK
- MAP TO ACSSAME LAYER, SAME CTO-LED SHAPE, SAME 40-TO-80 HEADCOUNT MOMENT
The work sat at the same layer an ACS engagement would. Jake will walk the ACS team through it in a 30-minute call.
METHODOLOGY, PUBLISHED
Agent context as a layered filesystem. L0 identity through L4 working artifacts. Measurable interpretability gains. Written for the kind of team that is already treating context as code.
WHO IS IN FRONT OF YOU
- MARINE CORPS VETERAN / 8 YEARS
- CRYPTOGRAPHIC SYSTEMS / F-35, F-18 AVIONICS / JHMCS / PENTAGON PROGRAM MANAGER RELATIONSHIPS
- MSC FUTURE GOVERNANCE, UNIVERSITY OF EDINBURGH
- PUBLISHED IN ACM TIIS, ARXIV, SAINTS ACADEMIC REVIEW
- 1,500+ PEOPLE TRAINED ACROSS ENTERPRISE ENGAGEMENTS SINCE MAY 2025
THIRTY MINUTES WITH MATT.
BRING ONE INTEGRATION TICKET THAT TOOK THREE TIMES LONGER THAN IT SHOULD HAVE.
We will do a live context audit on the call.