Where AI actually earns its keep

Enquiries arrive by email, web form and phone, and someone re-types the same details into a quote template several times a day.

• Enquiries are read and the key details extracted — product, quantity, location, deadline
• Matched against your price list and any standing customer terms
• A draft quote lands in the salesperson's queue for review, edit and send
• Anything ambiguous or unusually large is flagged instead of guessed at

Invoices arrive as PDFs, scans and photos in half a dozen formats, and bookkeeping time is spent on data entry rather than on the numbers.

• Documents are read regardless of layout — line items, totals, tax, dates, supplier
• Coded against the right account using your own chart of accounts
• Checked against the purchase order or previous invoices from that supplier
• Anything that does not reconcile is queued for a person rather than posted

The same forty questions arrive every week, and the answers live in manuals, spec sheets and three years of past tickets.

• An assistant grounded strictly in your documentation and resolved tickets
• Drafts a reply with the source it used, so an agent can verify in seconds
• Refuses to answer outside what it can cite, instead of inventing something
• Escalation rules for complaints, refunds, safety issues and anything legal

A dispatcher rebuilds tomorrow's schedule by hand every afternoon, juggling skills, travel time and priority jobs.

• Proposed schedules built from job requirements, technician skills and geography
• Re-planning when a job overruns or a callout comes in
• Customer notifications sent when a window changes
• The dispatcher accepts, edits or overrides — the schedule is a proposal, not a decision

Two hundred applications for one role, and the shortlist gets built from whoever happened to be read first.

• Every application summarised against the same written criteria
• Evidence pulled out and cited, so a recruiter reviews facts rather than a score
• Consistent structure across applicants, whatever format the CV arrived in
• No automated rejection, and no scoring on anything outside the stated criteria

Someone spends the first two days of every month assembling the same report from the same four systems.

• Figures pulled directly from source systems rather than re-keyed
• The commentary drafted from the movements in the numbers
• Variances and anomalies called out rather than buried
• Same format every month, produced the morning the data closes

The answer to most questions lives with two long-serving staff, and new hires take months to get productive.

• Scattered documents, procedures and email threads pulled into one searchable place
• Plain-language answers with a link to the source document
• Gaps surfaced — questions people ask that nothing in the business answers
• Access respecting who is allowed to see what

Marketing output stops whenever the person who writes it gets busy with something else.

• Drafts built from your own past material, so the voice stays recognisable
• One source piece adapted to the channels you actually use
• Claims checked against source material before anything is published
• A review step that a person cannot skip