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Drift AI / Increase capacity

Increase
capacity.

We develop and implement conversational AI for your law firm: identify suitable enquiries, collect information and documents, and support casework. Your legal knowledge and professional judgement shape the process.

Drift-ai.org
Drift-ai.org · our own initiative

Drift-ai.org is our own public-interest initiative, connecting migration information with independent lawyers. It informs how we think about the journey from a person’s first question to professional support.

From a defined problem
to a working service.

Explore each stage to see the work, the deliverable and the decision it supports. We agree the scope before work begins.

01

Start with a problem your team can define.

We map the current process with the people doing it: repeated work, exceptions and the points where professional judgement is essential. Then we select a bounded first implementation.

What you receive

A workflow map and project scope, with the intended outcome, responsibilities and success criteria.

The decision at this stage

Agree what the first implementation will and will not do.

01 / 05

Across the life of a case.

Begin with the workflow that matters to your team. Qualify and Onboard can be scoped for implementation. Assess and Resolve are in development.

Implementation

Qualify

Help people understand whether your firm handles their issue. Route suitable enquiries and escalate questions that need legal judgement.

Discuss a starting point

Before we begin

Which law-firm workflows can AI support?

The scope can cover suitable enquiries, client information and documents, preparation for professional review and follow-up steps. Qualify and Onboard can be scoped for implementation. Assess and Resolve are in development. We agree the first workflow and the points requiring legal review with your firm.

How does an AI implementation project begin?

We start with one defined workflow, your approved knowledge and the people responsible for it. Together we establish scope, data requirements, review points and test criteria before building a prototype. A controlled pilot follows only when your responsible team approves it.

Where will our data go?

We define that with you before implementation. The deployment, providers, retention and access arrangements must fit the agreed use case and your organisation’s requirements.

Who makes professional decisions?

Your responsible professionals retain judgement. We define which actions need review, where requests are escalated and who may approve the next step.

Can you support procurement and internal approval?

We make scope, data flows, responsibilities and acceptance criteria concrete so your reviewers can assess the project. Your organisation remains responsible for its approval and procurement process.

Do we need to buy Drift Studio?

No. A capacity project can stand on its own. We agree the first workflow and implementation scope with you.

DRIFT / PRODUCT DEMOS

Qualify, Onboard,
Assess and Resolve.

One example workflow across our four products.

Example: employment law

Qualify
01 / 04
Illustrative product demo

Understand the enquiry. Prepare the right next step.

The initial enquiry is collected through clear questions and organised for the next steps.

Illustrative product demos using an employment-law case. We agree the specific workflows with your firm. The features shown are examples of product development.

Start with the change you want to make

Let’s find your
starting point.

Tell Nia about your firm, the cases you want to take on and what is limiting your growth.

nia@drift-ai.eu