Regulated AI Deployment Guide by Ginylil

A bounded technical planning engagement

Ginylil Regulated AI Architecture Sprint.

In five business days, turn one sanitized health-tech use case into a deployment decision, reference architecture, and practical 30-day proof-of-concept plan.

What you receive

Four decisions you can act on.

  1. 01

    Sanitized data-flow sketch

    System boundaries, data classifications, integrations, trust zones, and human-review points—without sending patient or customer records.

  2. 02

    Deployment-path decision

    A reasoned choice among an eligible workspace, an API architecture, Codex Local where relevant, or a documented stop-and-investigate outcome.

  3. 03

    Identity, retention, and logging questions

    The specific decisions your OpenAI, legal, security, privacy, infrastructure, and product stakeholders must resolve.

  4. 04

    30-day proof-of-concept plan

    A bounded implementation sequence with owners, evidence, stop conditions, and unresolved risks.

Fit criteria

Useful when the deployment decision is real.

A strong fit

  • You represent a health-tech or healthcare organization.
  • You have one defined workflow that may involve PHI or another regulated data class.
  • You need help choosing or architecting an OpenAI workspace, API path, or Codex Local deployment.
  • Your legal and security stakeholders will validate contractual and compliance conclusions.

Not a fit

  • You need a legal opinion, formal compliance assessment, penetration test, or certification.
  • You want to email patient records, credentials, production logs, or confidential documents.
  • You need a guarantee that OpenAI will execute a BAA or approve a retention control.
  • You do not yet have one organizational use case to evaluate.

Start with a complimentary fit call

Describe the decision—not the sensitive data.

In the initial email, share your organization type, intended users, desired outcome, data classification, and the deployment paths you are considering. Ginylil will confirm fit before proposing any paid, custom-scoped sprint.

Do not send sensitive information. Do not include PHI, patient information, credentials, customer records, proprietary prompts, incident details, or confidential attachments.

Request a 20-minute fit call

Or email support@ginylil.com with the subject “Architecture Sprint fit call.”