CEAL Lead — Hackathon Submission Writeup

The Problem Software developers are being told to "lead AI transformation" — but nobody is training them for it. They know how to ship code. They don't know how to defend a £200,000 AI budget to a CFO, run a mock EU AI Act regulator audit, or design a multi-agent pipeline that a risk committee will actually approve. Generic AI courses give them theory. Certifications give them badges. Neither puts them under real pressure. 82% of leaders use GenAI weekly but cannot prove ROI to their board. 0% of traditional developer training covers EU AI Act or Agentic Governance. What CEAL Lead Does CEAL Lead is a simulation-based enterprise AI certification platform. It puts developers inside 30 real workplace scenarios across 6 modules and forces them to survive interrogation by an AI consultant powered by Groq (llama-3.3-70b-versatile). This is not a quiz. This is not a video course. Every level: Opens with a specific high-stakes scenario — a board meeting, a regulatory audit, a production incident, a VC pitch, a post-mortem Deploys a hostile AI consultant that challenges every vague answer, scores every response, demands specifics and numbers Presents real code snippets with deliberate flaws and asks users to debug, rewrite, and explain the business impact Requires minimum 20 exchanges before completion is available — there is no rushing through Gates completion at 70/100 — the AI will not let users finish until they have genuinely justified their position