Data Analytics ยท Legal

Legal Analytics for Law Firms & Legal Departments

See which practice areas, referral sources and matters make money, where intake leaks and how your caseload is moving, with dashboards built on your own practice data.

Overview

Legal analytics built on your practice management data

Most firms know their revenue at year end and little else in real time. Which marketing channels bring matters that actually sign? Which practice areas write off the most time? How long do matters sit between stages, and which lawyers are overloaded? The answers are already in your practice management system, your billing records and your calendars. Legal analytics pulls that data together so partners and practice managers can see the firm as it runs, not as it looked last quarter.

We build the full pipeline. Data comes from Clio, MyCase, PracticePanther, Smokeball or Filevine, plus intake logs, call records and spreadsheets, into a secure warehouse. We clean and model it so matter, client and time data agree across departments. A law firm analytics dashboard then tracks intake conversion, realization and collection rates, work in progress, matter cycle times and lawyer utilization, with legal KPI reporting delivered on a schedule to the people who own each number.

AI adds what spreadsheets can't. Contract data extraction turns thousands of agreements into a searchable table of parties, dates, values and renewal terms. Litigation analytics groups your own case history by court, matter type and outcome so you can price and staff new matters with evidence. Forecasting models show which leads are likely to sign and when cash will come in. The admin panel and analytics we built for AA JoyLand use the same approach. Everything sits behind matter-level permissions, so confidential client data is only visible to people entitled to see it.

Use cases

AI Data Analytics use cases in Legal

01

Law firm analytics dashboard

Revenue, realization, collections, work in progress and utilization by partner, practice area and office in one view.

02

Intake and marketing analytics

Tracks every enquiry from source to signed matter, so you know which channels and practice areas bring profitable work.

03

Litigation analytics

Analyzes your own case history by court, judge, matter type and outcome to inform pricing, staffing and strategy discussions.

04

Contract data extraction

Pulls parties, values, renewal dates and key clauses from large contract sets into a searchable, reportable database.

05

Matter cycle-time tracking

Shows how long matters spend in each stage and where they stall, so bottlenecks can be fixed.

06

Legal KPI reporting

Scheduled reports for partners, practice heads and in-house legal teams, delivered by email or Teams.

How it works

How it works

  1. 01Connect your sourcesSecure pipelines pull matter, time, billing, intake and calendar data from your systems.
  2. 02Clean and model the dataMatters, clients and timekeepers are de-duplicated and standardized so numbers match across reports.
  3. 03Build role-based dashboardsPartners, practice managers, finance and marketing each get the views they need.
  4. 04Add AI extraction and forecastsModels extract data from documents and forecast intake, revenue and workload.
  5. 05Deliver the insightAlerts and scheduled reports reach the people who can act on them.
Capabilities

Key features

One source of truth

Matter, time, billing and intake data in a single trusted warehouse.

Role-based views

Each person sees the metrics they own, with drill-down to the underlying matters.

Document data extraction

AI turns contracts and pleadings into structured, reportable fields.

Forecasting models

Predicts lead conversion, cash collection and caseload from your history.

Natural-language questions

Ask "which practice area wrote off the most time last quarter?" and get an answer.

Confidentiality controls

Matter-level security, ethical walls and audit logs carried into every report.

Integrations

Works with your Legal stack

Using something else? If it has an API, a database or a webhook, we can connect to it.

Outcomes

Benefits for Legal teams

Decisions from live data

Partners act on this month's numbers rather than waiting for year-end accounts.

Better pricing and staffing

Evidence from past matters supports fixed-fee quotes and team planning.

More profitable intake

Marketing spend moves to the channels that bring matters that sign and pay.

Faster contract insight

Renewals, obligations and risks across a portfolio are visible in minutes.

Our work

Related Work

FAQ

AI Data Analytics for Legal: FAQs

What is legal analytics?

It's the use of data from matters, time, billing, intake and documents to understand how a firm or legal department performs and to predict what comes next. Common uses are profitability, intake conversion, utilization and litigation trends.

Can you build dashboards on top of Clio or MyCase data?

Yes. We pull data from Clio, MyCase, PracticePanther, Smokeball or Filevine through their APIs or exports and combine it with intake and billing data from other systems.

What is litigation analytics?

It's analysis of past cases by court, judge, matter type, duration and outcome. Firms use it to price matters, set client expectations and decide how to staff a case. We build it on your own case history.

How does AI contract data extraction work?

Language models read each contract and pull out the fields you define, such as parties, dates, values and renewal terms, into a database. Low-confidence results go to a reviewer, so the data stays reliable.

Is client data safe in an analytics platform?

Yes. Data is encrypted, access follows matter permissions and ethical walls, every view is logged, and the platform can run in your own cloud and region.

Can we keep using Power BI?

Yes. We can deliver dashboards and legal KPI reporting in Power BI or Excel, or build a custom dashboard when you need something more tailored.

Explore

More AI services for Legal Services

Stop running the firm on year-end numbers.

Tell us the three questions about your firm you can't answer today. We'll show you the dashboard that answers them.