Problem this closes: healthtech leaders often have AWS, Azure, GCP, LLM/API, vector database, analytics and vendor costs in one set of tools, while HIPAA/SOC 2-style questionnaire evidence, data-flow notes and human-review boundaries sit elsewhere. AICS positions the first diagnostic as an owner-visible evidence room, not a compliance claim or a cost-platform replacement.
What buyers usually need to prove
Cost owner clarity
Monthly cloud and AI spend mapped by provider, environment, product, workflow, unit metric and decision owner.
AI spend governance
LLM/API, GPU, embedding, vector database and agent spend tied to approval thresholds, use cases and review cadence.
Trust evidence routing
Security-questionnaire rows linked to evidence owners, artifacts and adviser-needed questions rather than generic policy answers.
Healthcare data boundaries
PHI/personal-data, retention, vendor/model, region and human-review questions separated from unsupported compliance statements.
Synthetic evidence-room sample
All rows below are synthetic. They show the field shape only; they do not describe a real healthtech company, patient, provider, payer, hospital, clinic, employer, vendor contract, cloud bill, PHI, customer data, saving, compliance outcome or procurement result.
| Source | Synthetic signal | Unit metric | Evidence gap | Decision owner |
|---|---|---|---|---|
| AWS production account | Compute spend movement after release | Tenant workflow run | Customer/environment tags incomplete | Product + engineering |
| LLM/API provider | Usage spike after patient-support pilot | Message or inference | Prompt/data handling and retention note missing | AI product owner |
| Security questionnaire | HIPAA/SOC 2-style answer needed | Evidence row ageing | Adviser/security-owner question unresolved | Security + privacy |
| Vendor/model register | New AI vendor used in workflow test | Workflow dependency | Region, retention and fallback path unclear | Operations + legal/privacy adviser |
| Human-review route | Clinical, billing or coverage content possible | Review-required queue | Escalation owner and response SLA not documented | Clinical/billing owner |
Comparison wedge: evidence room vs platforms
CloudZero, Vantage, Apptio Cloudability and native AWS/Azure/GCP cost tools can help with spend visibility, allocation and optimization. Vanta and Drata can help automate compliance evidence workflows. AICS should not claim to replace them. The credible AICS wedge is a diagnostic layer that turns exports, screenshots, questionnaires, vendor lists and owner notes into a board-readable action room: cost owners, AI unit metrics, data-boundary questions, evidence blockers, adviser routes and next decisions.
Diagnostic output AICS can sell safely
- Cloud and AI cost-owner allocation map.
- AI unit-cost evidence table for workflow, message, claim, referral, chart-summary, support-ticket or inference metrics.
- Vendor/model/data-flow register with retention, region and fallback questions where known.
- Security-questionnaire evidence index with adviser-needed flags.
- Human-review and claim-control register for clinical, medical, emergency, diagnosis, treatment, billing, coverage, legal, privacy and complaint content.
- Executive dashboard wireframe for spend, evidence blockers, unowned costs and review-required queues.
Claim boundaries
This is buyer education and a synthetic template only. It is not a client case study, not legal advice, not HIPAA advice, not privacy advice, not security advice, not audit or certification advice, not clinical or billing advice, not a healthcare compliance proof, not SOC 2/HITRUST proof, not a cloud-provider partnership, not a FinOps certification and not a guarantee of savings, ROI, runway, revenue, ranking, questionnaire approval, procurement success, risk reduction, uptime, patient outcome or AI accuracy.
FAQ
What would a real diagnostic use?
Approved exports, redacted screenshots, invoices, tags, budgets, tickets, vendor registers, existing questionnaire rows, GRC evidence links and owner notes. AICS should not need production credentials, secrets, PHI, patient data or private keys for the first evidence map.
Who should review adviser questions?
Client-appointed legal, privacy, security, compliance, audit, clinical, billing or procurement owners. AICS can route and organize questions, not answer outside its scope.
Where should buyers go next?
Start with diagnostic scoping, download the sample CSV, or review Cloud & AI Economics.