R&D bench

Where AI patterns are pressure-tested before regulated work.

The Lab is deliberately separate from the executive portfolio. It shows hands-on invention: browser evidence capture, workflow automation, AI memory, collection intelligence, and market monitoring. The value is not the hobby domain; it is the operating pattern tested under real constraints.

Forge browser scout capture of market infrastructure status used as reviewable evidence.

SavitchOS / Forge

Personal AI orchestration and workflow capture.

Forge turns messy source material into reviewed automation: videos, browser sessions, public pages, status checks, and operator notes become reusable skills with evidence attached.

Card Vault QR label sheets used for physical asset indexing.

Card Vault

AI asset intelligence for physical collections.

Card Vault tests front/back photo intake, metadata extraction, review queues, labels, storage slots, valuation support, and mobile-ready collection workflows.

Alpha Desk

Market monitoring before automation.

Alpha Desk combines public market data, event-risk feeds, news, browser evidence, Reddit signal scouting, and paper-trading posture before any live execution is considered.

Home Warehouse

Operational memory for real-world objects.

Inventory labels, containers, shelves, photos, and natural-language lookup test how AI can connect physical-world context to practical answers.

Gerg / mobile workflows

AI chief-of-staff patterns.

Task capture, provider routing, AI usage visibility, mobile interaction, and local-first memory are tested here before being converted into more formal governance patterns.