Consider a Spinningfields practice on any given Wednesday. A worthwhile enquiry arrives from a commercial client in Altrincham. An ops lead or a senior associate takes the brief and starts assembling a response, and by Thursday evening the best part of a working day has gone into the draft that the partner still needs to look at. Not into the pricing logic or the scope choices. Into hunting scope language out of the practice management system, digging out how the last comparable instruction was priced, surfacing three previous pitches from the shared drive and rewriting chunks of all of them into a single cohesive document. The thinking that actually earns fees had to wait until the carrying was finished.

Our drafting tool already knows the firm from the inside. It reads across the proposal archive, the fee notes that sit alongside closed matters and the scope paragraphs the firm has refined through years of winning similar work. It produces a first-cut proposal against a new enquiry in a voice indistinguishable from whatever the firm has been sending out for the past five years. The partner still reads every line, still adjusts scope and price, still chooses what to emphasise given what they know about the client and the competition. Judgement stays where it belongs. Only the donkey work moves.

A twenty-five-person professional services practice we built this inside was running thirty to forty proposals a month at four or five hours each. Per-proposal time fell to under one hour and the ops function picked up roughly a full day a week it had been burning on carrying and copy-pasting. Volume barely shifted. When the partners were asked afterwards what had actually changed inside the firm, the answer was not a metric. It was that winning new business had stopped coming with a quiet dread about the admin pile that would follow.

A thirty or forty page commercial contract is reliably a three-hour job for a competent lawyer, and that assumes a clear desk and no phone. NDAs, supplier terms, service agreements, framework deals, the occasional joint venture. The vocabulary changes across matter types and the risk points shift, but the underlying job holds steady. Each clause gets read against the firm's own accepted position, the drifts get noted, the material ones get escalated, and the routine ones get signed off. The problem in a mid-size Manchester commercial practice is never the shape of any single review. It is the count of them in a month, and how reliably the work ends up in evenings because nothing in the daytime ever seems to give.

Our review tool sits on top of the firm's own playbook and reads each incoming agreement into a structured summary a lawyer can work through in a fraction of the time a cold read would take. The bulk of the project work goes into the playbook before anything is automated. Two or three senior lawyers walk us through what the firm flags and why, where the acceptable range on an indemnity cap actually sits, when a termination clause is a red line and when it is a negotiating position. Once that document exists, the tool has something concrete to measure against. Every flag still reaches a qualified human before anything leaves the building.

The commercial practice sitting behind the metrics runs between twenty and forty lawyers. Review time on a standard agreement fell from over three hours to around twelve minutes. Matters that were genuinely complex still took as long as they always had, and nobody was trying to change that. Clause detection accuracy across the first two hundred contracts came in at about ninety-nine per cent on sampling. What the partners actually noticed was not the throughput gain. It was where the reclaimed hours went. More flowed into handover notes and client conversations and coaching juniors out of the review grind they had been stuck in for years than anyone had modelled upfront.

A new client signing with a Greater Manchester commercial practice on the Monday should, by rights, be sitting across a partner's desk by the middle of the following week. Across ten boroughs, the real number is closer to ten working days out. The engagement letter sits on a junior's desk. MLR and KYC chasing starts through polite email. Source-of-funds evidence arrives in fragments, sometimes as scans, sometimes as printed copies handed over at reception in Stockport or Bolton. The partner finds the first clean slot in the diary for a proper conversation, and by the time that slot arrives the client has already started wondering whether the firm is run properly or simply drowning. That first week is expensive in a referral-led practice, and the partners can feel it happening in real time.

The intake flow we build hands the client a single secure link within an hour of engagement, and replaces the chase with a guided sequence. The link walks the client through identity verification, source-of-funds questions and whatever matter-specific documentation the instruction requires, on whatever device they use, at whatever time of day they can actually sit down. Engagement letters generate through a template library tuned to the firm's own written style, and the partner still reads every letter properly before it goes out. Off the desk comes the retyping, the reformatting, the reception envelopes and the reminder emails that nobody ever liked sending.

The firm we built this for is a forty-one-staff practice. Partner time per new client fell from roughly four hours to around forty-five minutes, and onboarding that had run two or three weeks now completes inside three to five working days. MLR and KYC completion inside the first forty-eight hours rose from around sixty per cent to ninety-eight. The flow was designed for solicitors opening matters, and it carries over cleanly to a Trafford chartered surveyors firm activating a commercial landlord instruction or a Salford architects practice standing up a new appointment contract. The forms vary. The underlying chase is the same everywhere.