Enterprise AI DesignOps & Multi-Brand SSoT.
How I architected an immutable Single Source of Truth (SSoT) and a self-auditing AI plugin infrastructure that powers an autonomous design department across B2B SaaS and B2C healthcare lines.
Reduced API context waste by compiling Markdown-based truth files instead of loose chat prompts.
Autonomous AI skills governed, collision-checked, and synchronized through dependency locks.
Strict isolation between enterprise B2B SaaS (Helios Core) and consumer healthcare (Vitalis).
Explicit interaction states across 37 UI components codified into machine-executable parameters.
Traditional teams paste monolithic prompts into chat interfaces, causing prompt drift and burning 15,000+ tokens per task. In our architecture, brand truth is decomposed into 3 immutable living foundations. Autonomous tools selectively inherit only what they need, slashing token overhead by up to -92%. A single design token update cascades across video, 3D booths, presentations, and code in 0.04s without editing a single prompt.
Single Source of Truth & Fleet Governance
Abstract living core feeding downstream autonomous production engines with pre-flight verification.
visual_identity.md
Visual Identity
Centralizes living color tokens, fluid typography scales, and interaction grammar to guarantee 0.00% styling drift.
brand_data.md
Brand Data
Immutable platform capabilities, regulatory claims, and validated clinical metrics to eliminate generative hallucination.
brand_voice.md
Brand Voice
C-level human tone, empathetic patient voice, and strict anti-slop directives to ban generic AI buzzwords.
Motion Studio
92% lean60fps HyperFrames & Avatars
Editorial AI
74% leanAudited Copy & Press Releases
3D Spatial Visualizer
81% leanThree.js Trade Booths at Scale
Executive Deck Builder
65% leanClient Keynote & 16:9 Slides
Web & UI Publisher
68% leanReact 18 & Tailwind UI Code
Strict Token Scoping: B2B SaaS vs B2C Health.
The skills enforce strict brand partitions. Notice how the same layout pattern renders with completely different visual semantics and voice.
Helios Core
Deterministic multi-omic pipeline processing 2.4B genomic markers with sub-second clinical classification.
Vitalis
Personalized lifestyle and nutrition insights calibrated to your genetic rhythm and metabolic balance.
The Autonomy Division: AI Executes, Humans Direct.
A key responsibility of design leadership is knowing when to let machines run at full throttle and when human judgment is mandatory.
Auto-Built & Staged Directly
Deterministic operations that Claude Code executes directly on git staging branches without human intervention.
Director Approval Mandatory
Strategic brand and architectural gates where human judgment, aesthetic taste, and business context cannot be delegated.
Explore the Specialized Production Suites.
See how this governance layer powers our standalone headless motion studio and 3D spatial visualizer.
DesignOps Control Hub & Internal Software Suite
The private local cockpit (localhost:8080) orchestrating autonomous execution: two-layer Git isolation, bespoke video & 3D tools, automated PPTX/DOCX engines, and live Jira sync.
Headless Motion & Programmatic Video Engine
Eliminating manual After Effects work: generating 60fps branded videos, multi-device perspective mockups, and neural avatar presentations with HyperFrames, GSAP, and ffmpeg.