Fee proposals and bid responses
Winning work eats your dearest hours. A partner or associate burns a day or more on a single fee proposal or framework bid: writing the method statement, tailoring the team CVs, lifting relevant project examples, drafting the resourcing and fee breakdown. Most of that is assembly, not judgement, and you are paying director rates for it. At a few proposals a month that is a senior salary going into copy-and-paste.
AI drafts the first version from your past submissions and the tender documents, so your lead reviews and sharpens rather than starts from a blank page. It also tracks the submitted proposals and prompts the follow-up that usually gets forgotten when the next deadline lands. For a practice sending a handful of proposals a month, that is often a day of director time recovered each week, with a higher hit rate because nothing goes cold.
Drawing, schedule and model admin
A large share of production hours never touch design. Naming and filing drawings to the protocol, keeping the drawing register current, updating door and window schedules, renaming model views, checking sheets against the issue sheet, exporting and chasing the right revisions. It is the work that pushes senior staff into production when they should be designing.
AI handles the routine model and document admin: cross-checking schedules against the model, flagging where a drawing number or revision does not match the register, and preparing issue sheets. The aim is not to automate design. It is to keep your architects and engineers on design and stop the production load from creeping up the seniority ladder. On a busy package that can be £5–15k of recovered fee-earner time over a stage.
Specifications, Building Regs and approval documents
Specifications and compliance documents are slow because they are detailed and unforgiving. Drafting an NBS-style spec section, assembling a Building Regs compliance pack, checking a design against Part L, Part B or Part M, and preparing the documents for building control or planning all sit with experienced people because the cost of an error is high.
AI drafts these documents from the design information and your standard clauses, then cross-checks them against the relevant Approved Documents and flags the gaps for a human to resolve. It does not sign anything off, and it should not. But it turns a day of an engineer reading regulations into a couple of hours of reviewing a marked-up draft, which is where you want that person's attention.
Coordination, comments and RFIs
Packages stall in the gaps between people. A consultant's comment lands and sits unanswered, an RFI waits on the structural engineer, a clash gets noted in a meeting and never closed out. Each one is small. Together they delay an information release and put your fee at risk.
AI tracks the open items across email, model-coordination tools and the comment log, chases the owner before a package is due, and drafts the RFI responses from the design record so your engineer edits rather than writes. The value is less in the time saved per item and more in the deadlines you stop missing, which is what protects both the fee and the relationship.
Timesheets, resourcing and the back office
The work that keeps a practice solvent is the work nobody enjoys. Timesheet chasing, resource planning across live jobs, raising stage invoices on time, and pulling the monthly project and utilisation report for the partners. When it slips, cash slips with it.
AI prompts the timesheets, drafts the resourcing view from your live project list, prepares the stage invoices against the agreed fee schedule, and builds the reporting pack. For a practice without a dedicated finance manager, that is several hours of senior or admin time a week, and invoices that go out when they are due rather than three weeks late.
What this adds up to
None of this is AI doing the design. It is AI doing the work that surrounds the design and quietly drains your chargeable hours. In a £1–20m practice the recovered time typically runs to several fee-earner days a month, the kind of capacity you would otherwise have to hire for, set against quality control that gets tighter, not looser, because the routine checks stop being skipped under deadline.
The numbers above are illustrative and depend on your size, your tools and how you work. The point is the shape of it: protect the chargeable hours, keep your best people on design, and let the admin run itself.