Legal · Internal
Contract Review Assistant
Compares inbound MSAs and SOWs to the approved clause library, highlighting deviations, missing indemnities and unusual liability caps for counsel.
Business owner
Nadia Freeman
Executive sponsor
Robert Chen, General Counsel
Start date
Feb 17, 2026
Target rollout
Dec 4, 2026
Completion
ROI
Finance-reviewed, annualized where noted
Hours saved / mo
265
Hours saved / yr
3,180
Cost avoided
$61K
Margin impact
$174K
Health & Risk
At risk — schedule slipped 3 weeks on clause-library curation.
Blockers
- Clause library only 60% curated for EU entities
Risk flags
- Privilege handling for flagged excerpts requires counsel policy
Mitigation notes
Two paralegals seconded through Sept to finish curation; privileged content excluded from logs.
Activity feed
Synced from connected delivery systems
- J
LEG-204 in review — EU clause library import
7h ago
- C
Spec updated — 'Privilege handling policy'
Yesterday
- S
#legal-ai: false-positive triage session notes
3 days ago
PISMO Output QA
Last validation run Aug 18, 2026 · 13:20 UTC · 130 samples
Reviewer notes · Robert Chen
Clause recall strong; precision on limitation-of-liability language still produces false positives counsel must dismiss.
Governance posture
NIST AI RMF-aligned control checks
- Risk AssessmentPassed
Approved Jun 2026 at moderate risk tier.
- Bias MitigationPassed
N/A rationale documented and accepted.
- Data PrivacyNeeds Review
Privileged-material retention policy in draft.
- TransparencyPassed
Every flag cites the playbook clause.
- SecurityPassed
Legal-only access group enforced.
- Human OversightPassed
No contract advances without counsel review.