THE PLATFORM
One platform.
Four pillars. Your perimeter.
Models, tooling, agents, and infrastructure, purpose-built so your data stays inside your perimeter and out of someone else's training set.
The four pillars
01 · MODELS
Open-weight and frontier models, deployed in your environment.
Run Mistral, Gemma, GPT-OSS, and hundreds more behind your firewall. No prompt egress. No fine-tuning leakage. No vendor sees your data.
- Open-weight models: Mistral, Gemma, GPT-OSS + hundreds more
- Frontier models via private VPC endpoints
- Bring-your-own checkpoints, your fine-tunes
- Quantization, distillation, and serving optimizations included
02 · TOOLING
Evaluation, observability, retrieval, and guardrails. Native, not stitched.
Everything you'd otherwise glue together from six SaaS vendors, in-perimeter and operated by you.
- Eval harness with golden datasets and regression gates
- Observability: traces, prompts, costs, drift
- Retrieval (vector + lexical) over your stores
- Guardrails: PII redaction, policy, allow-lists
03 · AGENTS
Long-running workflows that read your systems in place.
Agents authenticate as your service accounts, query data where it lives, and never copy it out. Audit-ready by default.
- Tool-use over your internal APIs and warehouses
- Step-by-step audit logs, replayable
- Human-in-the-loop checkpoints
- Scheduled and event-driven runs
04 · INFRASTRUCTURE
Inference, serving, and orchestration that fits your deployment posture.
On-prem, private cloud, or air-gapped. Kubernetes-native. Bring your own keys.
- On-prem, VPC, or fully air-gapped deployments
- Kubernetes-native; runs on your existing GPUs
- BYO KMS / HSM for envelope encryption
- Patented orchestration architecture
ONE PLATFORM, ONE VENDOR
The whole stack, working together.
Each pillar ships standalone. Together, they collapse the typical 6-vendor private-AI stack into one contract, one audit, one upgrade path.
NEXT STEPS
See it in your environment.
A 30-minute working session. We map your perimeter, your priority use case, and a 60-day path to production.