Crisis response (DDCD)

Diagnose → Decide → Communicate → Document: leading through the inevitable AI-project crisis.

How to Lead When Things Go Wrong

A crisis can be technical (system failure), people-focused (team resistance), or leadership-focused (executive pressure). This framework helps you respond quickly and effectively.


The Four Steps: DDCD

When a crisis hits, follow this sequence:

1. DIAGNOSE (5-10 minutes)

Get facts, not interpretations.

  • What actually happened? (Not what it means; what happened?)
  • How big is the problem? (How many people/systems affected?)
  • What caused it? (Root cause analysis)
  • Who needs to know?

Bad diagnosis: “The AI is broken.” Good diagnosis: “AI accuracy dropped to 75% due to corrupted training data affecting 30% of customer queries over the past 5 days.”

When you’re done: You understand the problem clearly enough to decide.


2. DECIDE (5-15 minutes)

Identify your options and choose one.

  • What are all possible ways to respond? (Brainstorm at least 3)
  • What’s the trade-off for each? (Speed vs. safety? Cost vs. quality?)
  • Which option best addresses the root cause?

Don’t aim for perfect. Aim for the best available option right now.

Common options across crisis types: - Pause & Fix: Stop the system, fix the issue, restart - Continue with Controls: Keep running but add safety measures - Hybrid Approach: Blend speed and safety - Escalate/Kill: Stop the project entirely

When you’re done: You’ve made a clear decision and can explain the trade-off you’re accepting.


3. COMMUNICATE (10-30 minutes)

Tell the right people, in the right order, with the right message.

The order matters: Team → Leadership → Customers

To your team: - Tell them what happened (facts) - Tell them what you’re doing about it - Tell them what you need from them

To leadership: - Brief them immediately (don’t let them hear from someone else) - Explain the impact and your plan - Frame as “we found this early” (not “we failed”)

To customers (if affected): - Acknowledge the issue - Explain what you’re doing - Show you’re in control

When you’re done: Everyone knows what’s happening and what to expect.


4. DOCUMENT (5-10 minutes)

Write it down so you learn and others can learn from it.

Record: - What happened and when - What the root cause was - What decision you made and why - What the outcome was (fill in later) - What you’ll do differently next time

This isn’t busywork. Future leaders on your team will face similar crises. Your documentation helps them.


Three Types of Crises: Different Approaches

While DDCD is the framework for all crises, how you apply it changes:

Technical Crisis (System failure, data corruption, etc.)

  • Diagnose: Find the technical problem
  • Decide: Choose the technical fix
  • Communicate: Announce the fix and timeline
  • Timeline: Hours to days
  • Example: Data quality issue in AI system

People Crisis (Team resistance, morale, trust)

  • Diagnose: Find the real fear (not the stated objection)
  • Decide: Choose an engagement approach
  • Communicate: Have conversations, not announcements
  • Timeline: Days to weeks
  • Example: Team member fears job loss due to automation

Leadership Crisis (Executive pressure, scope creep, resources)

  • Diagnose: Find the pressure behind the demand
  • Decide: Propose alternatives that address the real need
  • Communicate: Manage up with data and proposals
  • Timeline: Days
  • Example: CEO demands faster timeline than is safe

Key Principles

During DIAGNOSE: - Separate emotion from fact - Measure the scope (is this big or small?) - Find the root cause (not the symptom)

During DECIDE: - Don’t aim for perfect; aim for best available - Make trade-offs visible and conscious - Choose the option that addresses root cause

During COMMUNICATE: - Different audiences need different messages - Order matters: internal first, external second - Always explain the “why”

During DOCUMENT: - Focus on what you’ll do differently next time - Make it real for future leaders - Connect the decision to learning


Common Crisis Mistakes

Reacting without thinking “The customer complained, so we immediately changed everything.” Better: Diagnose first, then decide.

Hiding the problem “We’ll just fix it quietly and hope no one notices.” Better: Tell leadership immediately. Surprises destroy trust.

Announcing without planning “Everyone needs to know about this crisis.” Better: Have a plan before you communicate.

Making it personal “Sarah is resisting because she’s difficult.” Better: Ask what Sarah is actually afraid of.

Forgetting to document “We fixed it, let’s move on.” Better: Document what you learned so next time is easier.


Quick Decision Aid

When you’re in crisis, ask yourself:

  1. Do I understand what actually happened? (DIAGNOSE)
  2. Do I have 2-3 options I could choose? (DECIDE)
  3. Have I told the right people in the right order? (COMMUNICATE)
  4. Will I write down what I learned? (DOCUMENT)

If you answered yes to all four, you’re leading through crisis effectively.


Remember

  • Crises are opportunities to show leadership
  • Data and clarity beat speed
  • Different crises need different approaches
  • Your team looks to you to be calm and decisive
  • What you do in a crisis defines your leadership

The goal isn’t to prevent all crises. The goal is to navigate them with clarity, integrity, and learning.