AI Enablement Leaders AI Skills

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 Adoption Readiness Assessment

A structured assessment framework that scores your organization across five critical dimensions of AI readiness. Produces an actionable scorecard with prioritized recommendations, a detailed gap analysis spreadsheet, and optional Jira tickets to track remediation efforts.

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.

AI ROI Calculator

Builds a detailed ROI model for AI tool adoption using team size, developer costs, and workflow-specific time savings benchmarks. Generates an interactive Google Sheets calculator with input parameters, dashboard charts, per-workflow breakdowns, and sensitivity analysis for optimistic, realistic, and conservative scenarios.

Weekly AI Adoption Digest

Sets up a recurring weekly report that summarizes AI tool adoption metrics, highlights new user activations, ranks top workflows, features a productivity win of the week, tracks costs against budget, and announces upcoming events. Stores historical data in Google Sheets for trend analysis and posts a formatted digest to Slack on a configurable schedule.