Solution brief
Enterprise AI
For regulated industries and global teams, we deliver isolated capacity, contractual guarantees, and a named path from architecture review through production operations.
What we deliver
- Isolation — Dedicated clusters, private interconnects, and optional single-tenant control planes.
- Compliance — Workstreams for SOC 2, HIPAA, GDPR, and sector-specific controls; audit-friendly logging.
- Commercials — Committed use, volume pricing, and custom SLAs up to 99.99% where architecturally justified.
- Partnership — Solutions architect, technical account management, and joint roadmaps with your platform team.
Typical engagement
- 1Discovery — workload profile, SLOs, data residency, and budget.
- 2Architecture — cluster topology, APIs, and integration points.
- 3Pilot — limited production or benchmark phase with clear exit criteria.
- 4Scale — hardening, FinOps, and continuous optimization.
Architecture & security
Designs are adapted per customer: VPC-style isolation, encryption in transit and at rest, secrets management, and least-privilege access to control planes. We document data flows for security review and support private connectivity options where required.
Success metrics
We align on measurable outcomes — training throughput (tokens or samples per dollar), inference p99 latency, cost per 1M tokens, job completion rates, and uptime against agreed SLOs. Dashboards and monthly reviews keep both teams honest.
Related products
This solution composes OWS products. Your team can start from any layer and expand.