I handle sensitive client data. Is this appropriate?

It can be, with the right controls, and it's a fair question to press hard on. That means scoped access rather than blanket permissions, business-tier AI arrangements where submitted data isn't used for training, clear data residency answers, and logging of what was accessed. Some workflows will be right for automation and some won't — I'd rather narrow the scope than hand-wave the risk.

My processes vary by client. Can that be automated?

Partly, and identifying which parts is most of the value. Usually there's a common spine — onboarding, document intake, deadlines, billing — with genuine variation only at the delivery stage. Automating the spine while leaving the expert work untouched gets you most of the benefit without forcing artificial standardisation on the part of the job that shouldn't be standardised.

Industry

Automation for Professional Services Firms

In a professional services firm, the product is expert time. Every hour spent on admin is inventory thrown away.

The operational problems

Accountants, consultants, surveyors, agencies and similar firms share a distinctive shape: high-value billable hours, heavy document flow, hard deadlines, and onboarding processes involving identity checks, engagement letters and information requests.

The admin load is front-loaded and back-loaded. Onboarding a client takes hours of chasing before any work starts, and month-end brings timesheets, invoicing and reporting that senior people often end up doing themselves.

In between sits document chaos: information arriving by email in whatever format the client felt like, needing to be identified, renamed, filed and acknowledged.

Where the biggest wins are

Client onboarding as a workflow

Engagement letter, checks, information requests and system setup triggered as a sequence with automatic chasing, rather than a checklist someone works through.

Document intake and filing

Incoming documents identified, named to convention, filed against the right client and acknowledged automatically.

Deadline tracking

Statutory and client deadlines tracked centrally with escalating reminders, so nothing depends on one person's diary.

Time, billing and reporting

Invoicing raised from recorded work automatically, and practice reporting available live rather than in arrears.

Example workflows

New client onboarding

Enquiry accepted
Engagement letter sent
Checks completed
Information requested
Chased automatically
Client set up

Document intake

Document emailed in
Type identified
Filed to client folder
Acknowledged
Task raised if action needed

Useful integrations

Xero and other accounting or practice platforms
Microsoft 365 or Google Workspace for mail and documents
E-signature tools for engagement letters
CRM or practice management systems
Secure client portals for document exchange

Where AI helps — carefully

Professional services is where AI needs the most discipline, because the output carries professional liability. Drafting, summarising and information retrieval are strong use cases. Advice is not.

The applications that work well: summarising long documents so a senior person reads the right five pages, drafting routine client correspondence, extracting figures from statements, and answering internal 'where do I stand on X' questions from your own records. Every one of those has a human check before it leaves the building, and that isn't a limitation — it's the design.

FAQ