Industries
Defense & Aerospace
Technical documentation nobody can search, secure platforms every team rebuilds, and engineering workflows held together by someone moving a file each morning. We engineer retrieval and platform systems inside organizations that audit everything — and it is the environment the two of us spent our careers in before RegainFlow.
Sectors we work in
Aerospace ManufacturingDefense & Federal Contractors
Where it stalls
You have probably seen at least one of these.
Each of these is a place where the data, the systems, and the people who own them stopped lining up. The free assessment starts by finding which one you are actually in.
A million technical documents and a search that only matches the words someone typed.
Every team rebuilds the same pipeline, the same security controls, and the same deployment path.
The engineering workflow depends on someone moving a file between two tools every morning.
A retrieval system is in production and nobody can say whether its answers got better or worse this quarter.
What we install
Four layers, engineered together.
The same four layers we build everywhere, described here in the terms this work actually takes. See every capability.
L1
AI & Intelligence
Hybrid retrieval and grounded generation, with evaluations that tell you when quality moves.
AgentsRAGApplied MLModel integrationEvaluation
L2
Data & Knowledge
Structure-aware extraction over technical documents, with document- and field-level access holding.
PipelinesRetrievalQualityAccessGovernance
L3
Product & Workflow
Applications and APIs that fit the engineering process instead of replacing it.
ApplicationsInterfacesIntegrationsAutomation
L4
Platform & Operations
Kubernetes, infrastructure as code, and one standardized deployment path, so teams stop rebuilding it.
CloudDeploymentInferenceObservabilityMLOps / LLMOpsSecurityCost
Proof
Systems already in production.
Where a study ran in a neighbouring sector, it is here because the problem it solved is the problem this one brings us.
For government buyers
Buying through procurement? The capability statement, codes, and past performance are in one place.
UEI XD3FZFEHMCD7 · CAGE 20BV9 · VOSB · Minority-Owned Small Business
Capability statement & past performance ↗
Free assessment
Start with the part that costs nothing.
Bring us a stalled pilot or a program someone handed you. We will give you our read on what is worth funding and what we would leave alone.
- Highest-value opportunity
- Current blockers and readiness gaps
- Data and system dependencies
- Security and compliance mandates
- Recommended next step
- A path forward, with or without RegainFlow
No cost · No obligation