AI Adoption Readiness Assessment

A/B Testing

Helps design statistically rigorous A/B tests for marketing campaigns, landing pages, and product features. Calculates required sample sizes, defines success metrics, sets up test variants, and analyzes results with confidence intervals. Prevents common testing mistakes like peeking and underpowered tests.

AI Adoption Dashboard Builder

Creates a multi-tab analytics dashboard for tracking AI tool adoption across your engineering organization. Includes executive KPIs, team-level adoption curves, per-tool usage breakdowns, productivity impact comparisons, and cost tracking. Optionally generates a Grafana dashboard JSON for real-time monitoring.

AI Champion Onboarding Kit

Creates a complete onboarding package for department-level AI champions who will drive adoption within their teams. Includes a modular training curriculum (AI fundamentals, tool-specific training, change management, security), a week-by-week rollout playbook, success metrics with targets, and ready-to-use templates for workshops, surveys, and team communications.

AI Governance Framework Generator

Generates a complete AI governance framework tailored to your organization's structure and regulatory requirements. Defines a five-tier risk classification system, designs approval workflows with SLAs for each tier, establishes a governance board with RACI matrix, creates escalation paths, and produces all supporting artifacts including charter, decision tree, and meeting templates.