Legal · Industry Guide
AI Risk for Legal Services
Privilege does not survive the prompt. Hallucination is now a sanctionable event. The bar associations are watching.
Regulatory drivers
- 01
- State and provincial bar association AI guidance
- 02
- Court rules on AI-generated filings
- 03
- Privilege and confidentiality obligations
- 04
- Conflict-of-interest considerations for AI-shared client data
Top AI risks
Privileged client information in prompts to commercial LLMs
Hallucinated case citations in filings (multiple sanctions cases on record)
Conflict-checking implications when AI surfaces information across client matters
AI-generated work product subject to professional-responsibility review
Common engagement use cases
Where CWS typically starts inside legal organizations.
Firm-wide AI Posture Check before AI rollout
Privilege-preservation review for AI tool selection
Adversarial testing for hallucination on legal-research tools
Bar-association-aligned policy development
How legal engagements are shaped
Same three-tier structure.
| Assessment | Takes | Fee | Best for |
|---|---|---|---|
| Free AI Posture Check | Under 3 minutes | Free | First-time AI risk visibility, internal stakeholder alignment, board-prep input |
| Standard AI Posture Audit | 2 weeks | Fixed-fee, scoped on call | When you have specific AI deployments live and need to demonstrate diligence to your board, regulator, or customers |
| Enterprise AI Security Program | 12 months minimum | Quarterly retainer | Regulated industries (banking, healthcare, government), multi-tenant AI deployments, or organizations pursuing ISO 42001 certification |
Dimensions this guide touches for legal
Of the six the AI Posture Check measures, these are the ones this guide's risks and drivers name.
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