In September 2024, an AI model deployed by Petra Lindqvist's agency produced biased hiring recommendations for one of their enterprise clients. The model had been in production for four months, and the bias — which disproportionately filtered out candidates from certain demographic groups — was discovered during a routine audit by the client's HR team. The client's CHRO called Petra directly, furious and panicked about legal exposure.
What happened in the next 72 hours determined whether the incident became a manageable technical issue or a business-ending catastrophe. Petra had a crisis communication plan. She activated it immediately. Within four hours, she had assembled her technical team to investigate the root cause, communicated initial findings to the client with full transparency, and engaged an external AI ethics consultant to conduct an independent review. Within 48 hours, she had a comprehensive incident report, a remediation plan, and a public-facing statement (developed jointly with the client) that addressed the issue honestly.
The result: the client continued working with Petra's agency, citing her transparency and rapid response as evidence of trustworthiness. The incident did not leak to the press. And Petra's agency implemented systemic changes to their bias testing methodology that became a competitive advantage.
Compare this to an agency founder I spoke with who faced a similar situation without a plan. He panicked, avoided the client's calls for two days, and when he finally responded, minimized the issue. The client fired the agency, threatened legal action, and shared the story with three other companies in their industry. The agency lost $800,000 in revenue over the following year from the reputational damage.
Same crisis. Radically different outcomes. The difference was preparation and communication.
Types of Crises AI Agencies Face
Technical failures. Model failures in production, incorrect predictions that lead to business harm, system outages, data loss, or performance degradation. These are the most common crises for AI agencies.
Data and privacy incidents. Unauthorized access to client data, data breaches, accidental exposure of sensitive information, or violations of data handling agreements.
AI ethics and bias issues. Biased model outputs, discriminatory recommendations, or other ethical issues in deployed AI systems.
Client relationship crises. Major scope disputes, delivery failures, missed deadlines on critical projects, or allegations of misrepresentation.
Team crises. Key talent departures (especially during active client engagements), misconduct by team members, or workplace incidents.
Financial crises. Cash flow emergencies, inability to meet payroll, or client non-payment on significant invoices.
Legal and regulatory. Lawsuits, regulatory investigations, intellectual property disputes, or compliance violations.
The Crisis Communication Framework
Principle One — Speed
The speed of your initial response sets the tone for the entire crisis. Silence in a crisis is interpreted as incompetence, indifference, or guilt.
The first-hour rule: Within one hour of becoming aware of a crisis, you should have:
- Acknowledged the issue to affected parties (clients, team, partners as relevant)
- Assembled the crisis response team
- Begun investigation into the root cause and scope
- Communicated that you are aware, investigating, and will provide a substantive update within a defined timeframe
What to communicate in the first hour:
"We have been made aware of [brief, factual description of the issue]. We are investigating the root cause and scope immediately. We will provide a substantive update by [specific time, within 24 hours]. [Name and contact] is your primary point of contact for all questions related to this issue."
This communication does not need to include a diagnosis, a solution, or an apology. It needs to convey three things: awareness, action, and accountability.
Principle Two — Transparency
Transparency builds trust. Obfuscation destroys it. In a crisis, every instinct will tell you to minimize, deflect, and protect. Those instincts are wrong.
What transparency looks like:
- Share what you know. Provide factual information about what happened, what the impact is, and what you are doing about it.
- Acknowledge what you do not know. "We are still investigating the root cause and will share findings as they become available" is honest and acceptable. Speculating or guessing is not.
- Admit responsibility. If your agency made an error, say so clearly. "Our testing process did not catch this issue, and we take responsibility for that gap." Attempting to shift blame — to the client's data, to a third-party vendor, to an individual team member — erodes trust.
- Share the remediation plan. What are you doing to fix the immediate problem? What systemic changes will prevent recurrence? Transparency about your remediation plan demonstrates competence and commitment.
What transparency is not:
- Sharing every internal detail or investigation finding
- Speculating about causes before investigation is complete
- Publicly disclosing client-specific information without permission
- Exposing individual team members' mistakes publicly
Principle Three — Audience-Appropriate Communication
Different stakeholders need different information at different times.
Affected clients: First priority. Direct communication from a senior leader (ideally the founder or account lead). Maximum transparency about impact on their specific situation. Clear timeline for remediation.
Internal team: Second priority. The team needs to understand what happened, what the response plan is, and what role they play. They also need reassurance that the situation is being managed and guidance on how to handle inquiries.
Partners and vendors: If the crisis involves partner or vendor relationships, communicate directly and promptly with affected parties.
Broader market or public: Only relevant if the crisis becomes public or has broad market implications. In most AI agency crises, public communication is not necessary and can be counterproductive.
Principle Four — Centralized Communication
During a crisis, multiple people talking to multiple audiences creates inconsistency, confusion, and contradictions. Designate a single spokesperson and ensure all external communication goes through them.
The crisis communication roles:
- Spokesperson. The person who communicates with external stakeholders. Typically the founder or a senior leader with strong communication skills.
- Investigation lead. The person coordinating the technical investigation and gathering facts. Provides information to the spokesperson but does not communicate externally.
- Operations coordinator. The person managing the logistics of the crisis response — scheduling meetings, tracking action items, ensuring deadlines are met.
Team guidance: Instruct the entire team to direct any external inquiries (from clients, press, or others) to the designated spokesperson. Provide specific language: "We are aware of the situation and are actively addressing it. [Name] is the point of contact for all related questions."
Building Your Crisis Communication Plan
Do not wait for a crisis to build your plan. Build it now, when you can think clearly.
The Crisis Playbook
Create a documented playbook that covers:
Crisis classification. Define levels of crisis severity:
- Level 1 (Low). Issue affects a single project or client, limited impact, can be resolved by the delivery team. Example: a model performance issue that requires retraining.
- Level 2 (Medium). Issue affects multiple clients or has significant business impact. Requires founder involvement and structured response. Example: a team member departure during a critical project phase.
- Level 3 (High). Issue threatens the agency's reputation, finances, or legal standing. Requires full crisis response activation. Example: a data breach, a major delivery failure, or a public AI ethics incident.
Response protocols by level. For each level, define:
- Who is notified and within what timeframe
- Who leads the response
- What communication is required and to whom
- What investigation or remediation steps are standard
Communication templates. Pre-draft communication templates for common crisis scenarios. Templates should include:
- Initial acknowledgment message
- Investigation update message
- Root cause report
- Remediation plan communication
- Resolution and closure message
These templates are starting points — every crisis requires customization — but having templates eliminates the blank-page problem during a high-stress event.
Contact lists. Maintain an up-to-date list of key contacts for crisis situations: client decision-makers, legal counsel, PR support (if applicable), insurance contacts, and key team members.
The Post-Crisis Review
After every crisis, conduct a thorough post-mortem:
- What happened? Factual timeline of events.
- What was the root cause? Not just the proximate cause but the systemic factors that allowed the crisis to occur.
- How effective was our response? What went well? What could be improved?
- What systemic changes will prevent recurrence? Specific, actionable changes to processes, tools, or practices.
- What did we learn about our crisis preparedness? Updates needed to the crisis playbook, communication templates, or response protocols.
Document the post-mortem findings and update the crisis playbook accordingly. Every crisis, properly analyzed, makes the agency more resilient.
Building Trust Through Crisis Response
Paradoxically, well-managed crises can strengthen client relationships rather than weaken them. When a client sees you handle adversity with competence, transparency, and integrity, their confidence in you actually increases. They learn that you are trustworthy not just when things go well, but especially when things go wrong.
How crises build trust:
- Demonstrating character under pressure. Anyone can be professional when things are easy. Your behavior during a crisis reveals your true character — and clients remember.
- Proving your competence. A swift, effective crisis response demonstrates that you have the capability and systems to handle complex situations. This is more convincing than any proposal or case study.
- Deepening the relationship. Shared adversity creates bonds. A client who goes through a difficult situation with you and sees you handle it well develops a loyalty that smooth sailing alone does not create.
- Creating a reference point. After a well-managed crisis, you have a powerful reference story: "When things went wrong, they handled it exceptionally." This becomes a reason clients stay with you rather than a reason they leave.
The key is that crises only build trust when handled well. A mismanaged crisis — delayed communication, blame-shifting, minimizing — destroys trust far more rapidly than a well-managed crisis builds it. The difference between relationship-building and relationship-destroying crisis response comes down to the principles outlined above: speed, transparency, audience-appropriate communication, and centralized, competent leadership.
Common Crisis Communication Mistakes
Delaying communication. Every hour of silence increases anxiety and damages trust. Communicate immediately, even if you do not have all the answers.
Minimizing the issue. "It is not a big deal" when it clearly is a big deal insults the intelligence of the affected parties and destroys credibility.
Being defensive. Explaining why it was not really your fault, even if technically accurate, is perceived as deflection. Take responsibility, then focus on the solution.
Over-communicating. Flooding stakeholders with updates that contain no new information creates noise and suggests disorganization. Communicate when you have new information or at the intervals you committed to.
Making promises you cannot keep. "This will never happen again" is a promise you likely cannot guarantee. "We are implementing specific changes to significantly reduce the likelihood of recurrence" is honest and credible.
Not learning from the crisis. After the immediate crisis is resolved, many agencies move on without conducting a thorough post-mortem. This guarantees that similar crises will recur. Every crisis should produce systemic improvements that make the agency more resilient.
Forgetting the team. During a client-facing crisis, founders often focus exclusively on client communication and neglect the team. Your team is anxious, uncertain, and possibly feeling responsible. Keep them informed and supported.
Your Next Step
Draft a one-page crisis communication plan this week. Include: severity levels for common crisis types, the designated spokesperson for each level, initial communication templates for the three most likely crisis scenarios, and an updated contact list for key stakeholders.
Then share it with your leadership team and discuss. The conversation itself will improve your crisis readiness, and having the plan documented means that when a crisis hits — and it will — you will respond from a position of preparation rather than panic.