Fee earners are doing work nobody bills for
AI helps a law firm in the work around the legal judgement, never the judgement itself: triaging enquiries so the right matters reach the right desks fast, first-pass document work drafted from your own precedents, time capture prompted from real activity instead of Friday memory, and client updates that go out before the client has to call and ask. A solicitor reviews everything. The system advises no one.
Rather build it yourself? We will show you where to start, free.
What we would build
- 01Intake triage engine
- 02Document first-pass engine
- 03Matter updates and time capture
Where the recoverable hours go
The bottleneck is not legal ability. It is everything wrapped around it.
Intake triage by inbox order
New enquiries get judged by whoever opens the inbox, in the order they arrived. Good matters wait days for a callback while poor-fit enquiries consume free initial conversations that go nowhere.
Assembly work dressed as legal work
Bundles compiled and paginated by hand, first drafts started from a blank page when the firm has done this exact document fifty times, key dates extracted by reading. None of it needs a qualified person. All of it gets one.
Time recorded from memory
Units reconstructed at the end of the day or the week, which means written down wrong or not written down at all. The gap between work done and work recorded is revenue the firm has already earned and simply fails to collect.
The "any update?" calls
Between milestones, silence is the default, so clients call to ask. Each call interrupts a fee earner, and the matter the client is anxious about is usually progressing exactly as it should. They just had no way to know.
What we would build
What we would build for your firm
Three systems, with one rule running through all of them: the machine does triage, assembly and chasing, and a solicitor reviews everything that matters. Nothing the system produces is advice.
Intake triage engine
Every enquiry acknowledged fast, structured properly and routed to the right desk with a summary attached.
- Instant acknowledgement on every enquiry, with the structured questions your best intake person would ask: matter type, urgency, the other party, what has happened so far.
- Conflict-check basics and ID requirements gathered up front, so the first human conversation starts informed instead of administrative.
- Routing by matter type and capacity, with a one-paragraph summary on top. No more good work waiting behind inbox order.
- The system never turns a client away on its own. Borderline and out-of-scope enquiries route to a person, flagged as exactly that.
Document first-pass engine
First drafts from your own precedents, bundles that assemble themselves, key dates that extract themselves.
- Drafts are built from your precedents and styles, not the open internet, so the starting point is your firm’s work, not a model’s improvisation.
- Bundles compiled, ordered and paginated from the matter file, with a human checking the result rather than building it.
- Key dates, parties and obligations extracted from incoming documents and pushed to the matter record and the right diary.
- A solicitor reviews every output. The system shortens the distance to the judgement work; it never performs it.
Matter updates and time capture
Clients informed before they have to ask, and units recorded from activity instead of memory.
- Milestone events draft a plain-English client update in the fee earner’s name. They approve or amend, then it goes. Silence stops being the default.
- The expected next step and rough timeframe go in every update, which is most of what the "any update?" call was ever asking.
- Time capture prompted from actual activity, the calls, documents and emails of the day, so recording happens at the moment of work, not from Friday memory.
- Chasing runs on a ladder: outstanding client documents, unsigned engagement letters, unpaid invoices, all tracked and politely pursued without a fee earner doing it.
Do it yourself
You could build this yourselves. Here is how to start.
The intake and update systems are mostly structure, not software. A firm can put the structure in place before any AI is involved.
The guides are free and they do not hold anything back. If you get partway and want it finished fast, or built properly first time, that is the other reason this page exists.
How the free route works- 01Write down the intake questions your best person asks and put them in a structured form: matter type, urgency, the other party, what has happened so far. That is half the triage engine.
- 02Pick the document type the firm drafts most and build a precedent pack for it: best examples, house style, standard clauses, in one place.
- 03Draft one milestone update template per matter type, in plain English, approved by a partner once instead of composed by a fee earner every time.
- 04Put the confidentiality rules in writing before any tool is adopted: which data, which tools, who reviews what. Your clients and your insurers will ask.
- 05Keep the rule absolute from day one: the system triages, assembles and drafts. A solicitor reviews everything, and nothing it produces is advice.
Straight answers
Questions we get from this industry
- What about client confidentiality and privilege?
- It is the first design constraint, not an afterthought. Business-tier tools that contractually exclude your data from model training, a data processing agreement in place, data residency considered, and client material never anywhere near a consumer chatbot. You also get a written account of exactly where matter data flows, because your clients and your insurers will ask.
- Will the system give legal advice?
- No, by design. It triages, assembles, extracts, drafts and chases. Anything that constitutes advice, strategy or a judgement call on a matter stays with a solicitor, and every client-facing output goes through one before it goes anywhere.
- What about AI inventing cases and citations?
- The well-publicised disasters came from asking an open-ended chatbot to do legal research and trusting the output. We do not build that. Our drafting systems work from your own precedents and the documents in the matter file, the system says where every passage came from, and a solicitor reviews the lot. Constrained inputs and named sources are the fix, not better hoping.
- Do we have to replace our practice management system?
- No. Whatever you run, the intake engine feeds it, the document work reads from it and the updates draw on it. Ripping out a PMS in the name of AI is the kind of project that eats a year and delivers a migration. We build on what already works.
- Where should a firm start?
- Intake triage or client updates. Neither touches privileged judgement, both return hours immediately, and both are visible to clients in a good way. Document automation comes second, once the firm has seen how the review-everything discipline works in practice.
Tell us where the hours vanish
Thirty minutes, plain English, no pitch deck. Walk us through enquiry to engagement letter and we will tell you what we would build first, and what we would refuse to automate at all.
Or email dc@operosus.com and tell us what is eating your week.