AMICUSDATA.IO · DATA ENGINEERING FOR LAW FIRMS

Data engineering, operationalized.

Analytics, internal applications, and automation for law firms — every system your firm runs, extracted, transformed, and loaded into one warehouse. Built in your cloud, under your accounts, so the work is yours and stays yours.

LIVE · PIPELINE
3,482,910
▲ +218% 84ms p95
01 · EXTRACT
01 EXTRACT PRACTICE · BILLING · DMS · MAIL 02 TRANSFORM CLEAN · MODEL · JOIN 03 LOAD ONE WAREHOUSE 04 SERVE TO THE FIRM PRACTICE BILLING DMS · MAIL RAW ƒx MODELED WAREHOUSE ANALYTICS APPLICATIONS AUTOMATION
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Warehouse — every source your firm runs, one source of truth
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Disciplines on top of it — analytics, applications, automation
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Yours — built in your cloud, under your firm's accounts
0.
Lock-in — leave any time; everything keeps running
ANALYTICS

Dashboards that answer
the actual question.

Matter profitability, realization, utilization, pipeline — every firm metric in one place, refreshed nightly and drillable to the source.

Firm-wide KPIs across every practice group.
Drill from the number to the matter behind it.
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analytics · matter profitability
REVENUE
$4.82M
▲ 12.4%
REALIZATION
91.3%
▲ 2.1%
UTILIZATION
78.6%
▼ 0.8%
Fig. 01 — Firm analytics, matter profitability
APPLICATIONS

Internal tools your
team will actually use.

Intake forms, matter dashboards, client portals — built on your warehouse, branded to your firm, shipped in weeks not quarters.

Custom apps on top of your own data.
Single sign-on, your firm's look and feel.
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intake · new matter
NEW MATTER
ROUTED → LITIGATION
Create matter
Fig. 02 — Intake application, matter routing
AUTOMATION

The busywork,
automated away.

Document assembly, conflict checks, billing exports, status updates — the repetitive work runs itself, on schedule, every night.

Pipelines that move data while you sleep.
Alerts the moment something needs a human.
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automation · nightly pipeline
extract · sources 02:14 ✓
transform · model 02:46 ✓
load · warehouse running…
Fig. 03 — Automation run, nightly pipeline
DATA FOUNDATION

One warehouse,
every source.

Practice management, billing, DMS, email, spreadsheets — unified into a single, query-ready source of truth your whole firm can trust.

Connectors for the tools firms already run.
Modeled, documented, governed — not a swamp.
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warehouse · source lineage
practicebillingdms mattersclientsfinance WH
Fig. 04 — Data warehouse, source lineage
OWNERSHIP
your cloud · your accounts

Do you actually own your marketing?

When you leave most agencies, the accounts, the history, and the structure stay with them — it was never yours. When you leave me, you keep all of it, because I built it in your accounts, not mine.

The warehouse runs in your cloud. Every pipeline, every model, every dashboard is deployed into infrastructure your firm controls and can inspect. Fire me tomorrow and it all keeps running.

THE OTHER SIDE OF THE HOUSE
legalrankings.com · sister site

Proof first. Then the plumbing.

LegalRankings.com is the public side of this engineering — every law firm in Greater Seattle, measured continuously, so you can see exactly where you stand before you spend a dollar. Amicus Data is what happens when you're ready to go deeper: following the work all the way through your phones, your intake, your CRM, and your ad spend, to the cases that actually close.

LEGALRANKINGS.COM
The
scoreboard.
rankings · visibility · prooflegalrankings.com →
LEGALRANKINGSDid the work actually move my rankings and visibility?
AMICUS DATA…and did that turn into calls, leads, cases, and revenue?
THE LINEGoogle and the public web → LegalRankings. Your phones, forms, CRM, and ad accounts → Amicus Data.
ONE BUILDERSame engineering. Same person. Douglas Mallett.
START HERE