There is a rhythm to how proposals get built in a typical Charlotte Square practice, and partners can set a clock by it. A live enquiry lands from a commercial client on the Tuesday. A senior associate or the ops lead gets handed the draft by Wednesday morning. By Friday the partner is reading a v1 that took most of a working day to pull together. None of that working day was the hard thinking. It was the hunt. Past scope language sitting inside the practice management system. Pricing logic the partner keeps mostly in their head. A dozen previous proposals tucked away in a shared drive with inconsistent file names. A half-remembered fee arrangement from the last matter of this shape. Gathering it all ate the hours. The shaping and the pricing calls, the bits a partner is actually paid to do, had to wait until the carrying was over.

The tool we build for this sits on top of the firm's own history. It indexes the previous proposals, the pricing decisions, the scope paragraphs that have been refined over years of winning the same kinds of instructions, and it produces a first-cut proposal against a new enquiry in the firm's own written voice. The partner reads it line by line. Scope gets narrowed. Pricing gets adjusted against the partner's feel for the client. The emphasis changes depending on the competitive situation. Every judgement call stays with the partner. What leaves the partner's desk is the hunting, the retyping and the copy-pasting.

The practice we first built this inside is a twenty-five-person professional services firm. They were running around thirty to forty proposals a month and spending four or five hours on each before the partner even saw them. That number dropped to under one hour per proposal, and the ops team picked up a full day a week it had been silently losing to assembly. Volume did not move, because volume was never the constraint. When we asked the partners afterwards what had actually changed in the firm, the thing that came up was morale. Winning new business no longer came with a dread of the admin pile sitting between the enquiry and the response.

Commercial contract review is a three-hour job for a competent lawyer on a thirty or forty page agreement. That is a stable number across the profession and always has been. NDAs, supplier agreements, service contracts, framework deals, the odd joint venture: the vocabulary changes and the clause risk changes, but the underlying shape of the work does not. Each clause gets read against the firm's own playbook, the deviations get noted, the material ones get escalated, and the rest gets signed off. The arithmetic only becomes uncomfortable when you remember how many of those three-hour reviews a mid-sized Edinburgh commercial practice runs in a month, and how often the work ends up sliding into evenings because nothing in the day gives way.

Our review tool reads each incoming agreement against a structured version of the firm's own playbook and surfaces the deviations in a form a lawyer can process in a fraction of the time a cold read would take. The real work sits in the playbook itself, which is why the first phase of every build is a series of sit-down sessions with two or three senior lawyers in the firm. What the firm flags and why. Where the acceptable range ends on an indemnity cap. When a termination clause becomes a walk-away and when it is negotiation fodder. Those conversations produce a document the tool can measure contracts against. Every flag the tool raises is still reviewed by a qualified human before anything goes back to a counterparty.

The commercial practice behind the numbers runs between twenty and forty lawyers. Review time on a standard thirty-page agreement dropped from over three hours to around twelve minutes. Complicated matters still took as long as they always had, and nobody wanted to change that. Clause detection accuracy across the first two hundred contracts came in at roughly ninety-nine per cent when sampled. The interesting consequence was not the throughput. It was that the recovered hours flowed into handover notes, client conversations and time spent coaching juniors out of the review grind they had been trapped in for years.

A new client signing with a Scots commercial practice on Monday should be sitting across a partner's desk by the middle of the following week. In reality the first real meeting tends to land ten working days out. The engagement letter goes on a junior's desk. MLR and KYC chasing starts through polite email. Source-of-funds evidence arrives in pieces, sometimes as scanned PDFs, sometimes as hard copies left at the Queen Street reception. The partner finds the first gap in the diary for a proper conversation, and by then the client has already started wondering quietly whether the firm is run properly or just busy. That gap is expensive. Reputation-led practices cannot afford for the first week of a new instruction to feel like nobody is particularly expecting the client to arrive.

The intake flow we build replaces the chase with a single secure link the client receives within an hour of the engagement being signed. The link guides them through ID verification, source-of-funds questions and whatever bespoke documentation the matter type requires, at whatever time of day the client can actually sit down and do it. Engagement letters generate through a template library tuned to the firm's own house style, and the partner still reads every one before it goes out. Off the desk comes the retyping, the reformatting, the reception envelopes and the three polite reminder emails nobody ever enjoyed writing.

The firm we built this for is a forty-one-staff practice. Partner time per new client dropped from roughly four hours to around forty-five minutes, and onboarding that previously ran two or three weeks now completes inside three to five working days. MLR and KYC completion inside the first forty-eight hours climbed from around sixty per cent to ninety-eight. The flow was designed for solicitors opening matters, and it carries over cleanly to an Edinburgh chartered surveyors firm activating a commercial landlord instruction, or an architects practice standing up a new appointment contract on the Leith waterfront. The forms vary. The underlying chase does not.