Firm Analytics

Specifications

How Firm Analytics works, what it includes, and what controls the result.

Process

How it works

1

Export a report

In Clio, MyCase, PracticePanther or any system, run the report you need and export it as a spreadsheet (CSV) file.

2

Upload it

Drop the file in, up to 5 MB, or paste the contents. You see a preview with the row and column counts. You can try it first with sample firm data.

3

Ask a question

Type one, or click Full Analysis, Practice Areas, Realization Rates, At-Risk Matters, Trend Analysis, Revenue Forecast or Attorney Benchmark.

4

Read, export, decide

The answer leads with what matters. It is saved to the firm's history and can be exported.

Use

Two ways to use it

Professional and up

By hand, when you have a question

Upload a report and ask. Good before a partners' meeting, a review of how an attorney is doing, or a decision about which practice area to grow.

  • Any columns work, up to 5 MB
  • Seven one-click questions, or ask your own
  • Totals and averages calculated by code from up to 5,000 rows
  • Answers saved to the firm's history and exportable
Professional and up

By email, every Monday

The firm administrator gets a short summary without logging in or uploading anything.

  • How many AI actions the firm ran this week
  • How many new leads were captured
  • A count for each tool the firm used
  • Sent to paid firms only, never during a free trial
Includes

What it includes, in full

Upload or paste

Upload a CSV file up to 5 MB or paste its contents. A preview shows the rows and columns.

Totals calculated in code

Sums, averages, minimums and maximums for your numeric columns, and totals by the first text column with a sensible number of categories, such as attorney or practice area. The AI cites these and does not recompute them.

Full Analysis

An overview of the data, key trends, three to five actionable findings, anything unusual, and recommendations.

Practice Areas

Which practice areas produce the most billable hours and revenue.

Realization Rates

Realization by attorney, flagging anyone below 85%.

At-Risk Matters

Matters that look stalled or at risk of going quiet.

Trend Analysis

Month-over-month or year-over-year movement in billing and realization across attorneys.

Revenue Forecast

An estimate of next quarter's revenue from current patterns, flagging attorneys or practice areas at risk.

Attorney Benchmark

Each attorney's realization rate and hours against the firm average, ranked.

Your own question

Ask anything about the data in plain English.

Sample firm data

Try the tool on made-up data before you upload your own.

Export and history

Export an answer, and find earlier analyses in the firm's history.

Monday email

The week's AI actions, new leads and a count by tool, emailed to the firm administrator.

Quality

How the result is controlled

Arithmetic done by code

Sums and averages are calculated from your data by code and given to the AI as verified totals. The AI is told never to recompute them.

Written like a managing partner

Findings are tied to revenue, client service and firm growth, and the answer leads with the two or three that matter.

Risk patterns flagged

Falling billable hours, a drop in collections, or too much depending on one client are called out.

Short by design

About 300 to 700 words. Anything that does not lead to a decision is left out.

Your profile applied

Your firm's tone and context are applied, like every other tool.

Your check comes first

It reads the file you upload. Check a finding against your own records before you act on it.

What it does not do

It does not connect to your system

You export a spreadsheet and upload it. It has no live connection to Clio, MyCase or PracticePanther.

It does not replace your accountant

It is not accounting or tax advice.

It does not read your whole file

It reads the first 8,000 characters directly, plus totals calculated from up to 5,000 rows.

A forecast is an estimate

It comes from patterns in the file you upload and is not a promise.

Your firm

Setting it up, and how firms use it

Your export, your columns, your questions.

Your columns

Any headers work. Include attorney, practice area or matter, and billed and collected hours for the best results.

Your questions

Ask about a single attorney, a practice area or a month. The seven buttons are only a start.

AI Configuration

Administrators can add the firm's own tone and context, applied to every tool.

How firms use it

Realization reviews

See who is under 85% and where the unpaid hours sit.

Choosing what to grow

Compare practice areas by hours, revenue and revenue per hour.

Partners' meetings

Walk in with a short, plain answer instead of a table.

Spotting quiet matters

Ask which matters have stalled before a client asks.

Planning the quarter

Get an estimate of next quarter's revenue and what puts it at risk.

Knowing the week

Read the Monday email and see how much the firm used the tools.