Three capabilities.
Deliberately scoped.
We are not a tool vendor and not a research lab. We deliver working AI systems in regulated environments — built, operated, and auditable from day one.
Workflow design
We map your existing process, find the model-tractable joints, and design a sequence that keeps humans in the loop where it matters. Every workflow ships with a controls specification and defined approval gates.
Process mapping
End-to-end tracing of your current workflow with instrumented baselines for handle time, error rate, and review volume.
Controls spec
Written specification of every guard, approval gate, and model boundary — reviewed and signed off by your compliance team before any build begins.
Approval gate design
Configurable per decision type. Human-in-the-loop where your policy requires it; automated where your risk framework allows.
Handoff documentation
Complete operator runbook, model card, and incident-response playbook included in every engagement.
Secure model operations
Private inference inside your VPC or in our HIPAA-eligible enclave. We own deployment, evaluation, and the on-call rotation — so your team doesn't have to build a new capability from scratch.
Your data never leaves
Deploy inside your existing AWS, Azure, or GCP VPC. Alternatively, use our HIPAA-eligible single-tenant enclave with BAA in place before any data flows.
Continuous quality checks
Every model release runs against a frozen hold-out set. Regressions block deployment. Quality gates are versioned alongside the model.
We own the pager for 60 days
Post-launch, Cardinal carries the on-call rotation for the first 60 days. After that, we hand off to your team or continue under an operating agreement.
Evidence & audit
Immutable logs of inputs, model versions, redaction events, and reviewer decisions — exportable to your GRC tooling. Every model call is accounted for, every reviewer decision retained, three years by default.
Bring one workflow.
Leave with a plan.
90-minute discovery call. No charge. No follow-up sequence. A senior partner traces your workflow and writes you a one-page baseline.
Book a discovery call