SERVICES
Frontier AI, deployed where you decide
Engagements
Six ways to work with us
Each engagement is a concrete deliverable, not a retainer. Every Ram model is benchmarked the way our published RAM evaluation was, across 7 model families and more than 40,000 questions, and Watchman's provenance detection is validated separately across five model families.
- 01
Ram Reasoning Models
We compress a frontier model by 50–60% with no measurable quality loss, reasoning kept and certified. Tell us the device and the memory ceiling; we hand back a Ram model built to that budget, ready to bind to your Knowledge Plane. A 62GB model returns at 31GB, small enough for one GPU instance or a Mac Studio. Ten hours a day, that instance runs under $9k/year on demand and under $3k on spot, against $50–100k+ in API fees. Your weights stay in your infrastructure.
- 02
Watchman Governance
Watchman is the governance layer of the Knowledge Plane: every module permission logged, every bound model verified. Before a third-party or compressed model enters your registry, we prove it is what it claims to be. Watchman detects and classifies weight modifications in minutes, works on the compressed releases people distribute, and returns evidence-grade reports with CycloneDX AI-BOM attestations mapped to the regulations arriving now. Every model gets audited before it goes live.
- 03
Paddock Knowledge Plane
Your manuals, policies, and records, held in permissioned Knowledge Modules on infrastructure you control. Paddock returns exact citations and table-precise answers, with the reasoning model of your choice bound on top. It runs behind your firewall, and nothing leaves your boundary.
- 04
Knowledge Transfer & Domain Adaptation
We fit a model to your domain, teaching it your terminology, your documents, and your tasks, then hand back a model that runs where you run it. When your knowledge belongs in the weights rather than a retrieval layer, we put it there. You own the result outright.
- 05
Deployment via Shepherd
Shepherd is the platform that ties the pipeline together. It takes a frontier model, compresses it into a Ram reasoning model, certifies it with Watchman, binds it to your Paddock, and deploys it to your VPC, your Mac fleet, or an air-gapped facility. CI/CD integration is included, and nothing ships unless it clears the quality gate.
- 06
Managed Operations
We keep the system running after it ships: monitoring and incident response, model updates with a fresh Watchman audit on each one, security patches, and compliance that holds up. 24/7 support from the people who built the stack.
End to end
Compress, deploy, operate
Most consultancies stop at advice. We take a frontier model end to end, from the research bench to a running system inside your perimeter.
01Compress
Tell us your device and memory target. We fit the model to that budget and deliver it with a per-tensor quality report, so you know what the compressed model kept instead of guessing.
02Deploy
Production deployment into your AWS, Azure, or GCP account, onto a Mac Studio or M-series fleet, into your data centre, or inside an air-gapped facility. Every token is processed within your security perimeter.
03Operate
Monitoring, model updates, and Watchman re-certification on every change, plus continuous improvement. We keep your private AI running at full performance long after handover.
DELIVERABLES
What each engagement delivers
| Engagement | What you get | Runs on |
|---|---|---|
| Ram Reasoning Models | A Ram model built to your memory target, 50–60% smaller, reasoning kept, with a per-tensor quality report | AWS, Azure, GCP, or Apple Silicon |
| Watchman Audit | Evidence-grade report and CycloneDX AI-BOM attestation, with modifications classified and located | On-prem, air-gapped, or in CI |
| Paddock | The Knowledge Plane: answers with exact citations and table-precise lookups, knowledge held in permissioned modules | Your hardware, behind your firewall |
| Knowledge Transfer | A model adapted to your domain, delivered as weights you own | Wherever you deploy |
| Shepherd | Automated compress, audit, and deploy pipeline with quality gates and CI/CD integration | Your VPC, Mac fleet, or air-gapped facility |
| Managed Operations | 24/7 monitoring, model updates with re-certification, security patches, and compliance | Your environment |