AI Readiness & Process Transformation - Skill.re

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AI Readiness & Process Transformation

Proficient

293

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25

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100-150 hours

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Bias and Fairness Checks in Operational AI

lesson · M1 · 15 min

Building Verification into the Flow, Not After It

lesson · M2 · 15 min

Catching Hallucinations and Drift in Live Workflows

lesson · M3 · 15 min

Designing the Human Gate: Where Judgment Stays

lesson · M4 · 15 min

Failure-Mode Mapping Before Launch

lesson · M5 · 15 min

From One Process to Three: The Replication Playbook

lesson · M6 · 15 min

Grounding AI on Your Process Truth: RAG over SOPs and Policy

lesson · M7 · 15 min

Guardrails, Permissions, and Audit Logs for Agents

lesson · M8 · 15 min

Human-in-the-Loop Patterns for Agentic Steps

lesson · M9 · 15 min

Identifying AI-Ready Steps vs Human-Only Steps

lesson · M10 · 15 min

Incident Playbook: When the AI Step Breaks

lesson · M11 · 15 min

Instrumenting the Process: Baselines and Counters

lesson · M12 · 15 min

Measuring Against Baseline Honestly

lesson · M13 · 15 min

Pilot Design: Scope, Baseline, Success Criteria Before Tools

lesson · M14 · 15 min

Rewriting the SOP for an AI-Augmented Team

lesson · M15 · 15 min

Running the Pilot: Cadence, Logs, and Drift Watch

lesson · M16 · 15 min

Structured Outputs Your Systems Accept

lesson · M17 · 15 min

Testing Agent Workflows Before They Touch Production

lesson · M18 · 15 min

The 40% Cancellation Curve: Keeping Your Agent Project Alive

lesson · M19 · 15 min

The Audit Trail: Documenting AI-Assisted Decisions

lesson · M20 · 15 min

The Continuous-Improvement Loop for AI Workflows

lesson · M21 · 15 min

The Handoff Map: AI to Human and Back

lesson · M22 · 15 min

The Scale, Iterate, or Kill Decision With Evidence

lesson · M23 · 15 min

When a Workflow Deserves an Agent (and When It Doesn't)

lesson · M24 · 15 min

Why Paving the Cow Path Fails: Redesign, Don't Overlay

lesson · M25 · 15 min

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about this course

The vendor-neutral, evidence-first AI certification for the people who own 'make us AI-ready': operations leaders, business-process owners, process-excellence and Lean Six Sigma professionals, transformation and PMO leads, IT and data managers, AI program managers, and the consultants who run readiness engagements. 125 lessons, 5 levels, from 'AI-Readiness Aware' to 'Enterprise AI Transformation Leader.' Every lesson helps you stay out of the 95% of AI pilots that fail and build the evidence pack that funds the ones that don't.

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Required: 25 lessons