Built for procurement
We design to the constraints your security and procurement teams impose — and document them so the review clears the first time.
AI Platform & MLOps
Make AI safe to run at scale.
The unglamorous layer that turns a promising prototype into a system your security team will clear: deployment pipelines, versioning, cost controls, observability, and audit trails.
What we deliver
The platform under your AI.
Dedicated teams, not fractional — no junior hand-offs. We stand up the pipelines, controls, and telemetry that let you ship in increments and prove what moved, then hand you a system you can run and defend.
- Deployment and rollback pipelines for models and prompts
- Prompt and model version control with reproducible builds
- Cost, latency, and quality monitoring with budget alerts
- Audit logging and role-based, least-privilege access
- Eval and regression harness wired into CI/CD
- Secrets management and key rotation
- SSO and SOC2-aligned controls your InfoSec team can review
How we're different
Built to clear review, not just to demo.
The platform decisions that look invisible in a pitch are the ones that decide whether you ever ship. We make them deliberately, and we document them.
Observability by default
Every call is traceable: who asked, what model answered, what it cost, and whether quality held.
Vendor-neutral
Runs on AWS or GCP, across model providers — no single point of lock-in.
Selected outcome
Proof, not promises.
SSO + audit
Signed off in one review
Governance was there from day one — SSO, audit logs, access controls — so procurement and InfoSec both cleared it without a fight.
// Anonymized engagement data; see more on the Work page.
Start here
Ready to put AI Platform & MLOps to work?
Tell us where your AI is stuck between prototype and production. We'll come back with a sharp opinion, a written path to a system your security team will clear, and an honest read on what to build first — within 2 business days.
Request a strategy call// or write to hello@compunamics.com