How a Series B Startup Hit L2 AI Fluency in 6 Weeks

The Challenge

TechCo had tried two previous AI training programs. Both were company-wide workshops that covered prompt engineering basics. Attendance was mandatory. Adoption was optional. Six months later, only the engineering team was using AI regularly — and even they were mostly just using autocomplete.

The CEO wanted every department using AI by end of quarter. The VP Engineering wanted something that would actually stick.

The Approach

TechCo enrolled three departments simultaneously — Engineering (18 people), Sales (12 people), and Marketing (8 people). Each team started their department-specific path at L0.

Week 1-2: L0 → L1 quests. Teams learned AI fundamentals through the lens of their own workflows. Engineers wrote their first AI-assisted PR reviews. Sales reps generated their first prospect briefs. Marketers drafted their first AI-assisted blog outlines.

Week 3-4: L1 → L2 quests. Teams began integrating AI into daily workflows. Engineers set up Claude Code for terminal workflows. Sales connected AI to their HubSpot pipeline. Marketing built content repurposing chains.

Week 5-6: Consolidation. Teams refined their workflows, shared wins in cross-department standups, and the leaderboard drove friendly competition.

The Results

By week 6, 92% of enrolled employees had reached L2 — independent AI use without templates. The engineering team saw a 34% increase in PR throughput. Sales reduced prospect research time by 60%.

The key insight: when training matches the work people actually do, adoption happens naturally.