Services
AI for Professional Services: Drafting, Review, Real Limits
Professional services has the most AI enthusiasm and the most to lose from getting it wrong. Drafting, summarising and first-pass review save real hours; anything where an unchecked output reaches a client is a professional liability delivered in a plausible tone. The workable line is whether a qualified person reviews the output before it leaves the firm. We build to that line and say plainly which tasks sit on the wrong side of it, rather than selling the category whole.
What usually breaks here
- Leads and referrals tracked in partners' memories, not a pipeline
- Proposals, engagements and files scattered across drives and email threads
- Utilisation and profitability per client unknown until year-end
- A web presence that undersells the calibre of the work
What changes
- Document extraction that reads PDFs, images and emails and posts structured data for human approval
- An assistant grounded in your real documentation that answers instantly and hands off to humans gracefully
- Generated first drafts from live data — humans review, not assemble
- Automatic triage, tagging and routing with sentiment and urgency detection
- AI-assisted translation and adaptation pipelines with human editorial control
Questions we get from this sector
Only under the right contract and configuration. Consumer tiers may train on submitted content; enterprise and API tiers generally do not, and that has to be verified per vendor rather than assumed. For genuinely sensitive matters we scope what may be sent at all before any tool is chosen.
For extraction and triage, yes — pulling dates, parties and clause types out of a large set is where it performs well and saves most time. For judgement about whether a clause is acceptable, no. The honest design keeps the model on retrieval and structure and leaves the decision with the person accountable for it.
Less than most firms expect for drafting and summarising, and more than expected for anything that processes large document sets repeatedly. We size it against your real volumes first, because per-token pricing means a pilot and a production workload can differ by an order of magnitude.
This service in other sectors
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One business, several European markets — found in each language, compliant in each jurisdiction, cited by AI assistants in all of them.
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Tell us what is slowing your business down
Send us your goals and current setup. Within 48 hours you get a written assessment with a recommended approach, a realistic timeline and an honest budget range.