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Audit your practices before you bring in AI

We audit your firm's practices role by role, the workflows and the AI usage already in place, and we hand you a prioritized roadmap. A sovereign diagnosis that stands on its own.

2-3

Consultants on-site

1-5 d

Field days

6

Deliverables

10 d

Debrief

Ils nous font confiance

Shadow AI

The starting point is your practices

Bringing in AI means knowing how the firm already works: how matters flow, where time is lost, which tasks repeat. This baseline conditions everything else. Without it, AI gets deployed onto shaky processes and the gains evaporate.

We also map the AI usage already in place. This unmanaged shadow AI carries a real ethics and GDPR risk. Flushing it out is part of the diagnosis.

This is what we produce before any integration, license purchase or training plan begins.

shadow_ai · detected
unmanaged

ChatGPT

Summarizing case documents

GDPR

Harvey

Tested on a live matter

US hosting

AI assistant

Drafting letters

Confidentiality
With no framework and no measurement, a real ethics and GDPR risk
What it is

A strategic diagnosis

A field engagement run at your firm by two to three Zevra consultants. We interview your teams, observe your workflows and deliver a map of your possible AI use cases, with a prioritized roadmap.

The deliverable is self-contained. You leave with a plan you can execute in-house, with another provider, or with us. No follow-on work is forced on you.

We start from reality

We audit your practices workflow by workflow before we ever talk about AI.

We prioritize 80/20

The actions that concentrate most of the gains, in the order to tackle them.

We keep you in control

Sovereign recommendations, hosted where you want, with no reuse of your data or your prompts. AI adapts to your firm, not the other way around.

The method

Two stages, from the field to the roadmap

01 The fieldwork

On-site, 1 to 5 days depending on size

Our consultants interview the relevant people (45 to 90 minutes each, structured framework). In parallel, we audit your processes: document flows, tools, integrations, the LegalOps in place and the ones still to build.

02 The roadmap

Synthesis and debrief, week +1

A video debrief in front of the Partners and the steering committee (90 minutes). Deliverables handed over within 10 business days after the fieldwork.

The six interview angles

What we look for in every interview

01

How a typical day unfolds

How time is really spent, task by task.

02

The tools in use, and the workarounds for their limits

Wherever people improvise, there is a use case to industrialize.

03

What costs time without creating value

The repetitive tasks with a high cognitive cost.

04

What should be systematized and isn't

Redundancies across matters, templates that are never reused.

05

Fears and enthusiasm about AI

Adoption is as much about people as it is about technology.

06

The firm's spend on SaaS subscriptions and publishers

Licenses, subscriptions to legal databases, practice tools: what the firm already pays for, and what AI could rationalize.

Who we meet

Every role, not just the Partners

AI touches every function of the firm. We interview them all, adapting the depth to the size: everyone at a 10-person firm, a sample per function at an 80-person firm.

Partners

Strategic vision, ROI expectations, ethical constraints, expected policy

Associates and in-house counsel

Real practice, friction points, high-impact use cases

Paralegals

Document workflow, template management, cross-matter redundancies

Assistants and administrative roles

Orchestration tasks, correspondence, billing, client follow-up

Finance, HR, operations management

Internal steering, reporting, support processes

The technical side

A technical audit run in parallel

Alongside the interviews, our CTO audits your environment: ERP, document repository, integrations, the state of your data, interoperability. We assess what can plug into AI and what needs cleaning up first.

The solutions benchmark favors sovereignty: hosting where you want or compatibility with your security constraints, an analysis of dependencies and confidentiality, budget estimates and integration terms for each option.

A Zevra diagnosis is not a generalist consultant's audit: we know how to build what we recommend.

The deliverables

Six deliverables, handed over within 10 days

Markdown + PDF

AI mapping report

A map of services and use cases, structured by role and by use case. Includes an AI maturity assessment of the firm and a risk analysis (ethics, GDPR, security, reputation). Each use case is qualified against several criteria: impact, technical feasibility, maturity, time savings, implementation cost, adoption effort required.

12 / 24 / 36-month trajectory

Operational roadmap

Project prioritization, deployment schedule, quick wins within the first weeks. Which use case to deploy first, with which tools, for which role, with which upskilling plan.

Sovereignty first

Solutions benchmark

A comparison of market tools, prioritizing sovereign solutions or those compatible with your security requirements, with budget estimates and integration terms.

Framework + governance

LegalOps policy

Internal usage rules (client confidentiality, professional secrecy, GDPR, human validation, quality, traceability), proposed governance, steering indicators.

Delivered by the Studio

Change-management plan

Team awareness, change management by role and by department, organizational and operational impacts, adoption recommendations. The Campus is one of the levers for executing it.

Inventory + flows

Technical appendices

Inventory of tools in place, anonymized interview transcripts, mapping of document flows.

Who it's for

Who it's for

For firms that want to frame their AI approach before committing time and budget. From a five-person practice to an organization of more than eighty, the engagement adapts in duration and in team size.

The same method applies to the institutions of the profession (bar associations, CARPA, training bodies), with the same requirements of sovereignty and professional secrecy.

What comes next

The next step, if you decide to take it

The mapping lets you prioritize and cost out what comes next. Three modes of engagement, defined according to your priorities.

None of these paths is mandatory. The roadmap is yours.

Engagements already run

What makes the difference

More than 15 firms audited in the past 6 months, 3 transitions underway.

15+ years of experience

alongside legal professionals

A team that codes

the consultants who audit you are the ones who build the tools

A self-contained deliverable

you leave with an executable plan, with no dependency

Sovereignty and professional secrecy

hosting where you want, no reuse of data or prompts, GDPR and ethics compliance at the heart of every recommendation

Thirty minutes to see whether an audit makes sense

A first conversation to understand your firm and frame what an audit would bring you.