Distilled from 200+ enterprise deployments. These are the principles that separate successful Claude programmes from stalled pilots.
Deploy on AWS GovCloud or Azure Government for FedRAMP compliance from day one.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Classify all data processed by Claude according to your agency's data classification scheme before deployment.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Start with internal staff productivity tools — constituent-facing AI requires additional clearance.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Engage your agency's Chief Privacy Officer and legal counsel during procurement, not after.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Build an AI governance policy before going live — OMB guidance M-24-10 provides a strong framework.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Pilot with FOIA processing or policy research — high volume, measurable impact, low sensitivity.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Train a core team of AI champions who can support colleagues and capture feedback.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Use Claude's Constitutional AI features to enforce agency tone, plain language standards, and neutrality.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Document every AI-assisted output with version tracking for accountability and audit purposes.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
Present ROI in citizen-service terms (response times, satisfaction scores) alongside cost savings.
This applies across government & public sector organisations of all sizes. Teams that follow this principle consistently report better adoption rates and faster ROI realisation.
❌ Deploying without a clear ROI measurement framework
❌ Skipping the change management and training programme
❌ Trying to automate safety-critical decisions without human review
❌ Going straight to customer-facing AI without internal pilot first
90-minute session. No obligation. Discover your highest-impact deployment opportunities in 30 days.
3,000+ enterprise leaders read it every week. Join them.