Lab field notes
I build in-house AI ventures, including Auralink . Each one below is read against the five dimensions the Production Readiness Review assesses — not as a delivered client result, but as a record of what building each system actually exercised.
FOUNDER RECORD Built and owned by Hyperion to prove the method — not external client deployments. How evidence is classified on this site
The coordination plane for physical AI
A cross-domain coordination plane that arbitrates between distributed physical agents — EV chargers, robots, factory cells, smart-city signal heads, BESS+solar sites. Six normative resource types, four safety classes, graceful-taper preemption. TLA+ formal model exhaustively checked across 11.2M states.
Exercises: Integration · Reliability
View the ventureAI-Powered VC Intelligence
Automated due diligence platform for venture capital. Multi-source intelligence gathering, 6-dimension founder scoring, stage-calibrated analysis, and competitive landscape mapping.
Exercises: Data · Architecture
View the ventureVehicle Intelligence Platform
Full-stack vehicle telemetry with custom ESP32 hardware, OBD-II integration, real-time dashboards, and an AI assistant that interprets driving data in natural language.
Exercises: Integration · Architecture
View the ventureCreative AI Super-Assistant
Unified platform for 50+ AI models across text, image, video, music, voice, and 3D. Brand memory and campaign management keep outputs consistent across every channel.
Exercises: Architecture · Integration
View the ventureThe Regulatory Shield
Full-lifecycle EU regulatory compliance platform. Mistral-powered obligation extraction, automated risk classification, gap analysis, and audit-ready reporting for AI Act and GDPR.
Exercises: Governance · Data
View the ventureAI-Powered Business OS
9 department modules, 27 specialized AI agents, and a Company Memory engine. Sales, marketing, support, finance, HR, and compliance — unified in one platform with persistent organisational context.
Exercises: Architecture · Data
View the ventureStatic Analysis for AI-Generated Code
Security scanner purpose-built for catching vulnerabilities in AI-generated code. 210 rules across five categories — AI code patterns, agent security, LLM app risks, framework vulnerabilities, and cloud misconfigurations.
Exercises: Governance · Reliability
View the ventureAI Adoption Copilot for European SMEs
Conversational AI assessment that maps EU AI Act compliance, GDPR risk, France 2030 funding opportunities, and a 3-phase implementation roadmap — in 15 minutes, in 7 languages.
Exercises: Governance · Data
View the ventureAI-Powered Enterprise Transformation Intelligence
Enterprise-grade, multi-tenant platform for large-scale technology transformation. Make/Buy decision intelligence, solution commonalization, portfolio rationalization, vendor governance, digital twin simulation, and Agile@Scale coaching.
Exercises: Governance · Architecture
View the ventureAI-Powered Product Management Intelligence
320+ expert PM skills, 10 virtual team roles, 15 agile methodologies, and a Berkeley Innovation Pipeline. Turn one PM into an AI-augmented product team — from discovery to production, across Claude, ChatGPT, and Mistral.
Exercises: Architecture · Integration
View the ventureThe Production Readiness Review assesses your own pilot or system across the identical five dimensions — architecture, data, integration, reliability, governance — with a prioritised, ranked list of what stands between it and dependable production.
See the Production Readiness Review