INITIALIZING_INTERFACE...
Link AI activity to legal work and economic context. Review the evidence behind a pricing or post-matter decision, with confidence and unresolved gaps visible.
Matter economics review
Linked signals
128
Comparables
4
Needs review
2
Copilot and Harvey activity linked to work units on this matter. Drafting time ran below the firm's reference. Two gaps await partner review.
Usage is evidence within it. Pricing is the commercial action.
Recorded drafting time ran below the firm's historical reference for comparable matters.
Linked signals
128
Comparables
4
Needs review
2
Matter-level
evidence, where source data supports it
Reference
observed delivery versus available comparable work
Attributed
AI-linked work, not a confirmed saving
Review AI activity by matter alongside available work and billing context. Separate observed sessions from inferred effects and unresolved attribution.
Compare matter characteristics using available firm data. Similarity indicators and fee ranges are reference points, not guarantees of like-for-like work.
MAT-50921
M&A Due Diligence
MAT-44812
M&A Due Diligence
£84,200
Median fee
82%
Invoiced / recorded
Review what the available evidence suggests changed in a matter, and whether observed signals align with billing context, scope, or client adjustments.
The gap is an observation, not a confirmed AI saving.
A searchable view of available AI activity and pricing context for matters represented in connected data.
Margins are observed on the firm's own cost basis.
Pricing suggestions trace back through comparable data and AI attribution, with assumptions and confidence visible before they are used in a client conversation.
Matter selected: Illustrative matter, compared with available historical records
Comparable review: Similarity indicators are estimates and require professional review
Fee context: Illustrative range based on sample values, not a client recommendation
Attributed work: AI-linked activity is not, by itself, evidence of a confirmed saving
Assumptions: Scope and data limitations should be reviewed before use
Output: Any pricing reference is decision support, not an automatic fee recommendation
Walk through a sample matter and discuss what evidence would be needed to assess a customer matter, pricing reference, or attribution question.