INITIALIZING_INTERFACE...
Product
The matter economics review is the product.
Connect work activity, AI usage, time and billing to understand matter delivery and inform pricing. Sources, assumptions and gaps remain visible.
Matter economics intelligence · review · understand · inform
Connects to the tools you already run, no rip and replace
Microsoft 365/
Harvey/
Clio Manage/
Elite 3E/CSV upload/
REST API/
Microsoft 365/Harvey/Clio Manage/Elite 3E/CSV upload/
REST API/
The challenge
Firms are working from disconnected AI evidence
As AI changes how legal work gets done, firms need a clear record of what changed, what the data supports, and what still needs validation.
01
AI activity is disconnected from matters
Firms deploy AI tools across hundreds of matters but lack a reliable way to connect activity to the work performed, the client matter, and the available economic context.
02
Pricing evidence is fragmented
Without matter-level evidence on AI activity and delivery, partners assemble pricing context from disconnected systems and incomplete records.
03
Confidence is hard to see
When AI-driven efficiency is questioned, firms need to show what the data supports, what remains inferred, and which gaps require human validation.
How it works
Three moves, one review.
01
See
A matter-by-matter view of delivery, tool contribution, and how recorded time and billing line up.
02
Understand
Confidence is shown on every signal: observed, estimated, or attribution-confirmed. Gaps are visible.
03
Act
A defensible pricing reference, with the evidence still needing review before you quote or defend a fee.
A defensible chain of evidence
Every conclusion has a trail.
01
Observed
What the firm systems directly recorded.
02
Inferred
What the evidence suggests, with uncertainty visible.
03
Validated
What a human has checked and can defend.
Matter economics intelligence, three ways in
The same record, three ways in.
01
Firm Insights
A firm-level view of evidence coverage, attribution, and confidence for matters represented in connected data.
Explore02
Matter Intelligence
Per-matter AI activity, gaps, and the evidence behind a pricing or post-matter decision.
Explore03
Pricing Engine
A traceable pricing reference, grounded in comparable matter evidence and attributed AI signals.
ExploreUse cases
One connected matter record, four decisions.
Use case 01 / 04pre-proposal
Price the next matter
A defensible fee reference from comparable matters, with attributed AI work qualified before it is quoted.
ExploreUse case 02 / 04post-matter
Review the fee
Explore how available AI activity, deliverables, and matter context relate, with attribution limits visible.
ExploreUse case 03 / 04vendor
Review renewals
Use connected adoption and utilisation data as one input to renewal decisions, with source coverage in view.
ExploreUse case 04 / 04firm view
Summarise evidence
Prepare a firm-level evidence summary from connected sources, including gaps and limitations.
ExploreDiscuss a working session
The matter economics review, on your own matters.
Matter economics reviewMatter value proofLicense posture auditDecision support
Start by scoping your sources and questions. A sample walkthrough can help assess what a review might show; customer-data access requires a separately agreed scope.