We help law firms reduce administration, duplicate data entry and information chasing by improving workflows and embedding AI where it creates real business value.
The goal is not more technology. The goal is more time for legal analysis, advice and client relationships – with clear human oversight.
Information must be collected, the engagement assessed, documents created, the law researched and the delivery reviewed. When the same information must be handled several times, every matter takes longer than necessary.
Not when another standalone tool is placed on top of an already fragmented way of working.
We begin by understanding how a matter actually moves through the firm and where time, quality or control is lost.
The examples show different parts of the journey: automating administration, practical AI use and the change management required for everyday adoption.
The client provides information through a digital intake that is reused in matter management and documents. The value comes from the workflow – not from AI making legal decisions.
Reported saving: 30–60 minutes of administration per new matter.
Read the Clio case studyVinge allowed 170 of around 300 lawyers to test a legal AI tool before proceeding with 100 licences. The firm used the pilot to understand where the tool could genuinely support the work.
Nine out of ten test users were positive or very positive.
Read about Vinge’s pilotCederquist developed AI support in close collaboration with the firm’s lawyers. Integrated AI workflows are used for efficiency and quality control in transactional work.
The firm reports that 90% of employees use the AI tools every week.
See Cederquist’s descriptionAdoption and positive feedback are not the same as financial results. That is why we measure the impact in your own business: time, quality, capacity, risk and business value.
We start with one concrete matter workflow and build no more than can be justified, tested and measured.
What happens from the first enquiry to a closed and invoiced matter?
Where is information repeated, where do decisions wait and where do unnecessary risks arise?
We prioritise a workflow with clear value and manageable risk.
The solution is tested in real work with human oversight and clear accountability.
We track time, quality, adoption and business impact before taking the next step.
AI-generated material can be useful, but it must never be treated as a completed legal assessment. Tools, data and responsibilities must be designed around the requirements of legal practice.
The Swedish Bar Association’s guidance highlights professional secrecy, verification of output, supplier selection, internal governance and training.
Assess what may be processed, where information is stored and whether it is used for training.
The right people need the right permissions and important activities must be traceable.
Sources, legal position, reasoning and conclusions must be verified by the responsible lawyer.
Internal guidelines and training reduce the risk of unauthorised AI use.
The objective is not to introduce the most tools. It is to choose the right workflow and retain control.
Yes, but tools, data processing, permissions and working methods must be reviewed before client information is used. Human oversight and clear internal guidelines must be built in from the start.
Common areas include client intake, document production, legal research, knowledge search, contract review, summaries, matter handovers and quality control.
No. AI can support research, structure and review, but the lawyer must verify the material and remains responsible for legal judgement and advice.
Not necessarily. It is often possible to improve the workflow and connect AI support to existing systems. We determine that after mapping the current situation.
We begin with a short conversation about your workflows, systems and goals. If there is a clear opportunity, we show you what the next step could look like.
Free introductory call with John · 30 minutes · No obligation to continue
If you cannot find a suitable time, call +46 70 770 20 98 or email john@aiworkflowpartner.io.