Remediation Program Development
Purpose: Rebuild Governance After an Incident—and Keep It Current
After an AI governance incident, regulatory finding, or investigation, you need more than a policy update. You need a credible, documented remediation program that satisfies regulators, rebuilds internal confidence, and prevents recurrence. DW Governance designs and implements post-incident governance rebuilds, paired with ongoing strategic advisory to keep your program current as AI and compliance requirements evolve.
Who this is for
When to Engage This Service
→ Post-regulatory finding requiring documented corrective action
→ Following an AI bias or harm investigation—turning findings into a governance rebuild
→ After a significant AI incident that exposed governance gaps
→ Organizations under ongoing regulatory oversight requiring demonstrated improvement
→ Boards or leadership teams seeking external validation of governance improvements
Approach
How the Program Works
Incident Debrief
Structured review of what happened, what governance failed, and what regulators expect
1
→
Book time with me
30-minute diagnostic. We’ll discuss the situation and determine whether an investigation engagement is the right fit.
2
→
Remediation Design
Build a corrective action program with documented policies, controls, and accountability
3
→
Implementation
Execute the plan—policies, training, monitoring protocols, evidence documentation
4
Ongoing Advisory
Strategic guidance to keep governance current as regulations and AI evolve
Deliverables
What You Get
Remediation Plan
Documented corrective actions mapped to regulatory expectations
Control Framework Updates
Strengthened governance controls to prevent recurrence
Staff Training
Role-appropriate training on new policies and controls
Updated Policy Suite
Revised or new policies addressing the root cause of the incident
Evidence Package
Documentation demonstrating remediation for regulatory submission
Ongoing Strategic Advisory
Hourly expert access to keep governance current—no retainer required
For Legal Counsel & Law Firms
Post-Incident Governance Rebuild as Part of Legal Resolution
When settlement agreements, consent orders, or regulatory resolutions require your client to demonstrate governance improvements, DW Governance designs and implements the remediation program. I provide the governance expertise; you manage the legal strategy and client relationship.
Remediation design
Policy implementation
Evidence documentation
Regulatory reporting support
The Advisory Component
Keeping Governance Current After Remediation
Remediation is the foundation. Ongoing advisory ensures your governance doesn't fall behind again as AI capabilities and regulatory requirements evolve.
→ Regulatory monitoring—tracking changes to AI and privacy laws that affect your program
→ Emerging technology guidance—agentic AI governance strategy as autonomous systems expand
→ Executive-level AI governance counsel—on-demand access without a full retainer
→ Periodic governance reviews—scheduled check-ins to assess program maturity and flag new risks