SOVEREIGNTY
The model comes to the data
Sensitive data stays on infrastructure you control. We bring open-weight models to it, rather than shipping your data to someone else's API.
Services / agentic AI / governed delivery
Four things, done to a standard.
We are not a strategy shop that hands you a deck. We design, build, and operate agentic systems, and we own the governance that lets them run in places that cannot afford to be wrong.
01
Agentic system development
Multi-agent workflows with tool use, orchestration, and evaluation harnesses. We take a problem from first prompt to a deployed service with monitoring, fallbacks, and a human in the loop where it matters.
OrchestrationTool useEvals & testingNLP & document intelligenceOSINT collection & fusionSelf-improvement, eval-gatedHuman-in-the-loopProduction deploy
02
AI governance & assurance
Policy enforced in code, not in a binder. Every agent action is gated against role, jurisdiction, and consent, then traced so it can be replayed and audited. This is the work that lets you say yes to a regulator.
Policy gatingAudit trailsObservabilityBias analysisLocal vs cloud routingRun-state integrity
03
Data fabric & integration
FHIR R4 data fabric, zero-copy pipelines, and an ingestion layer that turns screenshots, documents, and device feeds into structured records without bespoke API contracts. Your data stays yours and stays portable.
FHIR R4Zero-copy pipelinesHigh-speed low-latency pipelinesScreenshot ingestionVistA · MDWS · Blue ButtonInteroperability
04
Applied AI strategy
Where autonomy earns its keep and where it does not. We help you decide build versus buy, scope a fundable pilot, and write a roadmap that survives contact with production rather than dying in a steering committee.
Build vs buyRoadmapsPilot scopingRisk & compliance
Models
Open and foundation models, by design.
We are not married to one vendor or one model. Open-weight models run on infrastructure you control, for sovereignty and cost. Frontier foundation models handle the work that needs their reach. Policy decides which runs where.
Model routing / policy driven sovereignty: enforced
Input→ Policy gate→ Route by data class
Local · open-weight
Open models on your own infrastructure. Sensitive data, including patient imagery, runs here and never leaves the boundary.
never leaves the boundaryCloud · foundation
Frontier foundation models for the tasks that need their reach, used only where the data classification allows it.
where policy allows // the data decides the model, not the other way around model-agnostic
NO LOCK-IN
Model-agnostic by principle
As the frontier moves, we swap models without rewriting your system. You are never tied to one vendor's roadmap or pricing.
FIT
Right model, right task
A small open model for routine inference, a frontier model for the hard reasoning. You pay for capability only where it earns its place.
Engagement models
Three ways to work with us.
PILOT
Prove it
A bounded, fundable build against one real problem. You get a working system and an honest read on whether to scale.
BUILD
Ship it
Full design and delivery of an agentic system to production, with governance, observability, and handover documented.
OPERATE
Run it
We keep it healthy. Monitoring, evals, model updates, and policy changes as your environment and regulations move.
Tell us what you are trying to automate.
Send the problem, not a polished spec. We will tell you whether an agent belongs there and what it would take to build it safely.
Start a buildemail: build@theanigroup.com
phone: (703) 957-0110