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Design Partnership Challenge · v1 Regulated Verticals

The Future of Regulated AI is Sovereign.

The Sovereign AI Design Challenge: Build for Regulated Verticals.

Extend the Pocket Portfolio substrate into Healthcare, Defense, and Finance. Deploy frontier AI without the Sovereignty Lockout.

Fork the Substrate (GitHub)Submit on GitHub Discussions →Join Open-Fi Builders (CoderLegion)
Pocket Portfolio hybrid architecture: in-browser ingestion, local-first storage, stateless AI inference. The limited-scope processor boundary separates user-controlled data from the inference plane.
Figure 2 · Hybrid Architecture. A limited-scope processor architecture: broker data parses in-browser, never warehouses server-side, and AI inference runs stateless — minimising the per-user data footprint by design.

19+

Broker adapters · @pocket-portfolio/importer MIT

4.7B

Data points · Whale Watch (DataIQ ESG 2024)

£7B

Energy assets supported · decision platform

11,348

Aggregate npm downloads · 11 @pocket-portfolio/* packages

Live npm API · observed 2026-05-05T16:24:52.759Z

Why this challenge exists

Why

Regulated AI deployments stall on data gravity. The Limited-Scope Processor posture reduces the audit perimeter (GDPR Art. 5(1)(c) data-minimisation) and gives vertical operators a defensible architectural starting point — not a policy promise.

How

Fork the MIT-licensed substrate. Adapt the 19+ broker adapter pattern to your vertical's primary data formats. Run inference stateless. Submit your fork + strategy + prototype on GitHub.

Rewards

  • Early Design Partner status — your name or logo on flagship pages.
  • Early access to sovereign innovation from Pocket Portfolio.
  • Optional path to lead a vertical business area when submissions reach revenue modelling (terms to be discussed).

Founders Club →·Enterprise sponsorship →

Authority

Curated by Abba Lawal (Head of AI & Community Ops, Pocket Portfolio). Receipts: 2024 DataIQ ESG Award contributor (4.7B data points), £7B energy-assets decision platform, UK Black Business Show 2024 speaker.

Founder profile →·Press kit →

Choose your vertical

Submissions are open for any regulated vertical; the four below are the v1 cohort. The Energy reference draws on a £7B asset platform delivery.

Vertical

Healthcare

Local-first ingestion of patient-controlled records; stateless inference for clinical reasoning aids.

Vertical

Defense

Sovereign substrate boundaries for classified-adjacent workflows; on-device inference patterns.

Vertical

Finance

Limited-scope processor posture for broker, banking, and wealth data — no central PII warehouse.

Vertical

Energy

Asset-portfolio decision support patterns extending the £7B energy-assets reference architecture.

What to submit

  1. Business AI strategy document.
  2. Wireframe or prototype (screenshots or hosted URL).
  3. Full-stack application forked from the Pocket Portfolio boilerplate.
  4. Honest, adversarial feedback to harden the substrate.

Reviews are open and on-thread by the Pocket Portfolio advisory committee and early users.

Two paths in

Architect path

GitHub Discussions

For builders ready to ship code, strategy docs, and prototypes. Submit fork links, PDFs, or hosted URLs on the discussion thread.

Open submission thread →

Community path

CoderLegion · Open-Fi Builders

For vertical founders, designers, and product strategists focused on UX flows and regulatory framing. Coordinated cohort push: 2026-05-11, 08:45 GMT.

Join the cohort →

Build for purpose. Verify on artifact. Reciprocate the signal.

The substrate is open. Receipts are dated. The verticals are yours to shape.

Fork the SubstrateCoderLegion