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Four ways to have the same case run.

A traditional firm, a firm that has added AI, a tool you run yourself, or a firm built around the chain that produces the case. What each one changes on the merits, on the risk, and on the invoice — in that order.

The choice

Where the four part ways.

The comparison is not about the technology used. It is about what shows in a case file: the grounds covered, the exhibits tied to the claims, who answers for what is signed, and what becomes of the time saved.

What produces the case

Traditional firm
Lawyer hours, capped by the budget.
Firm with AI added
The same hours, an assistant bolted on top.
Tool used direct
You, then a firm that starts again from the beginning.
Amurabi
A chain built to exhaust the case. The partner decides, advises and pleads.

Legal grounds covered

Traditional firm
Three or four, the ones the team knows best.
Firm with AI added
The same ones, found faster.
Tool used direct
The ones you know to look for.
Amurabi
All swept, then chosen. Two added grounds carried the decision in case 2023-0914.

Exhibits tied to claims

Traditional firm
The link between an exhibit and a claim is checked by reading.
Firm with AI added
The same reading, assisted.
Tool used direct
Out of scope: the tool does not know your exhibits.
Amurabi
Any claim without a direct exhibit is flagged before proceedings are issued.

Citations

Traditional firm
Checked by hand, as time allows.
Firm with AI added
An internal review instruction.
Tool used direct
Your responsibility.
Amurabi
A technical lock: submissions carrying an unverified citation cannot be filed.

Who answers for what is signed

Traditional firm
The signing lawyer, professional indemnity engaged.
Firm with AI added
The signing lawyer, professional indemnity engaged.
Tool used direct
Nobody: a tool gives no advice and carries no cover for it.
Amurabi
A named reviewer on every deliverable, professional indemnity engaged.

What becomes of the time saved

Traditional firm
There is no time saved: the hour is the unit of billing.
Firm with AI added
Kept by the firm. A third of them charge a premium for it.
Tool used direct
One more subscription, at your expense, upstream of the firm.
Amurabi
Shared: an invoice a quarter lower, or the difference refunded.

What you see along the way

Traditional firm
News when there is news. An invoice at the end.
Firm with AI added
News when there is news, sometimes a mention of AI.
Tool used direct
Your own search history.
Amurabi
A portal: progress, next deadline, budget consumed, assisted tasks, named reviewer.

Your data

Traditional firm
With the firm and its subcontractors.
Firm with AI added
With the tool’s vendor, under a contract you do not sign.
Tool used direct
Handed by you to a third party bound by no professional secrecy.
Amurabi
Walled off case by case, hosted in the European Union, never used to train a model.

The first three columns describe common market practice, not any particular firm or vendor. The proportions on the sixth row: Axiom, The State of AI in Legal Departments, 2026 — 79 % of firms use AI to work faster, 6 % pass the benefit on to their clients, 34 % charge a premium instead.

The objections

Four objections, taken head-on.

“AI invents case law.”

It does. That is why verification is a production lock and not an internal instruction: every authority is checked for existence, exact scope and subsequent history. Submissions carrying an unverified citation are refused by the server, not by good intentions.

“My exhibits will train a model.”

They will not, contractually and technically. The corpus is walled off case by case, aligned with the Chinese walls of the conflict check, hosted in the European Union. The audit trail — task, model, sources, reviewer, timestamp — is available to you and exportable at any hour.

“If the deliverable is wrong, who answers?”

A lawyer, named, whose signature engages professional indemnity. No deliverable leaves without a designated reviewer, no strategic decision is taken without the partner. Assistance does not move the person who answers for the work by an inch.

“Cheaper, therefore weaker.”

The reduction falls on the hours needed for the first pass — research, review, verification, drafting — not on what is produced. Partner time spent on strategy, negotiation and the hearing is unchanged, and the case reaches the hearing more complete, not lighter.

The order of magnitude

What your legal budget would become.

An estimate at constant scope, against the quote of a firm of equivalent standing. It is indicative until the fixed fee is agreed.

Estimator

Annual external legal budget

€2,400,000

Dominant nature of the work

Estimate at constant scope

Current budget€2,400,000
Equivalent Amurabi budget€1,800,000
Annual saving€600,000
Difference in percentage
−25%
Average time saved per matter
4 to 7 months
Guarantee
the difference refunded

Indicative estimate. The fixed fee is set after reviewing the real scope and a market quote comparison.

The path

What happens next.

Step 01

Meeting

Forty-five minutes with the partner who would run the case. You set it out, they qualify it.

Step 02

Compared quote

A fixed fee, set against the quote of a firm of equivalent standing, line by line.

Step 03

Test case

One of your live cases run under the method. You judge on the deliverable, not on the promise.

Step 04

Portal opened

Progress, deadlines, budget consumed and the assistance log, available at any hour.

Book a meeting

Forty-five minutes with the partner who would run the case. Not a salesperson, not an account manager.

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