Archore OS.

The problem

Startup founders building on the cloud repeatedly hit the same wall: their platform architecture isn't enterprise-ready when buyer security and compliance reviews expose the gaps. For healthcare and AI SaaS companies, this is acute — rebuilding infrastructure repeatedly, running manual compliance and evidence workflows, and making inconsistent architecture decisions are all rated very high frequency and severity pains.

Scaling this expertise traditionally requires linear hiring of scarce AI and platform engineers, and enterprise buyers increasingly hesitate to adopt AI systems without governance in place. The result is slow, costly, and inconsistent readiness.

The solution

Archore OS (ArchCoreOS), built by Prokopto, generates a living cloud architecture blueprint before those reviews happen. From a structured intake, it produces an architecture layer diagram, a compliance checklist, a cost-aware estimate, and a recommended-next-steps roadmap that evolves from seed stage through later growth.

Crucially, it is opinionated under pressure. When cost exceeds a stated budget it flags the conflict rather than silently trimming, and it treats HIPAA controls as non-negotiable defaults. In the demo it adapted a healthcare company's architecture to HIPAA and a limited budget, then showed how it could mature after a Series A raise.

How it works

The system runs on Anthropic Claude Opus, selected for faithful multi-constraint reasoning — simultaneously enforcing compliance rules, provider service constraints, budget, topology, and SLA — while producing schema-conformant JSON without fabricating services or controls.

A four-part master prompt (Role, Task, Constraints, Output Format) takes a single structured intake object and always grounds recommendations in a named reference framework — AWS Well-Architected, GCP Foundation Blueprint, or Azure Landing Zone CAF. A mandatory architecture baseline enforces stage-aware control floors (Pre-seed through Enterprise), retrieved via a RAG policy knowledge base keyed on stage, deployment target, and provider. The system detects conflicts — like a 99.99% SLA on single-region — and presents alternatives with tradeoffs rather than a silently non-compliant design.

Who it's for

Archore OS is a B2B managed platform for healthcare and AI SaaS startups becoming enterprise-ready without building a large internal platform and security organization. Buyers are Founders, CEOs, CTOs, VP Engineering, and CISOs — the technical and business leaders accountable for scaling under tight resource and compliance constraints.

Internally, Prokopto's own SREs, DevSecOps engineers, architects, and IaC engineers act as the expert operators of the system. There is no self-serve registration; access routes through a Prokopto-managed onboarding flow with SSO for enterprise users.

Why it matters

Healthcare AI SaaS is projected to grow at ~35–40% CAGR over five years, driven by enterprise AI adoption and regulatory pressure, while cloud complexity and AI governance mandates make secure, compliant platform engineering a growing necessity.

Evaluation is rigorous: standard, edge, and negative cases stress-test whether the system protects the compliance baseline under cost pressure, consolidates overlapping HIPAA/SOC2/ISO27001 controls without duplication, and rejects prompt-injection attempts in free-text fields. Phase 1 validates capability via Claude Skills; Phase 2 moves to API integration within the SaaS platform, caching vetted blueprints and routing novel inputs to Opus as volume grows.

At a glance

Project

Archore OS

Built by

Naren Ravilla

One-liner

Archore OS helps startup founders design enterprise-ready platform architecture before buyer security and compliance reviews expose gaps.