Legal & Professional Services
AI and automation for legal and professional services.
Legal and professional services firms lose billable time to document review, admin, and repetitive research, the work AI and automation handle well. We help firms review and summarize documents, extract terms from contracts, and answer questions over their own files, so professionals spend more time on the work clients actually pay for.
The opportunity
Legal and professional services firms sell time, and a lot of it goes to work that is not billable: document review, intake, admin, and repetitive research. That is exactly the kind of document-heavy, rules-based work AI and automation are good at.
The volume is relentless. Contracts, filings, and case files pile up, and each one has to be read, checked, and filed. The knowledge inside those documents is valuable but slow to search, so people spend time hunting for what they already have.
None of this replaces professional judgment. It takes the document and admin load off professionals so their hours go to the advice and analysis clients actually pay for, with a person reviewing anything that leaves the firm. Because that work runs on confidential and privileged material, we build it with AI and LLM security in mind from the start.
What we do here
Common use cases in legal and professional services.
Where to start
Start where billable time is lost.
Most firms start with a readiness assessment. We look at where non-billable time actually goes, weigh it against confidentiality requirements, and pick the use cases that return the most. You get a short, prioritized plan before any building begins.
What we watch for
Built for the constraints you work under.
Confidentiality and privilege
Client information is confidential and often privileged, so we design around your confidentiality and data handling requirements.
Professional review of output
AI output is reviewed by a professional before it is relied on; we do not put it in front of clients unchecked.
Judgment stays human
We automate document and admin work, not professional judgment or advice.
Clear records
We build automation that leaves a clear, reviewable trail, so the work holds up to scrutiny.
Questions
Common questions
What can AI do for a law or professional services firm?
It handles the document-heavy and administrative work: reviewing and summarizing long documents, extracting terms from contracts, answering questions over case and matter files, and automating intake and conflicts admin. The aim is to give billable time back to professionals, not to do the professional work itself.
Can AI replace lawyers or professional judgment?
No. It handles document review, extraction, and admin, and surfaces information faster. Professional judgment, advice, and the final review stay with the professional. AI does the legwork; the person decides.
Is client-confidential data safe?
It can be, when it is designed for it. We work around your confidentiality, privilege, and data handling requirements rather than applying a fixed setup. We do not make blanket security or certification claims; the right approach depends on your constraints, which we work through with you.
Where do firms usually start?
Usually with a short readiness assessment. It finds where billable time is lost and which use cases return the most, so you build the right thing first. From there, many firms begin with document review or contract extraction.