Guide · Automation

AI workflow automation: what to automate first, and how

By James Moorcroft, founder of Niddy. Updated 12 October 2026.

AI workflow automation connects AI to the tools you already use, so a repeating job runs with a person checking the result: an email arrives, AI reads it and pulls out the details, your system is updated, and a reply is drafted for approval. Improving business operations is the most common use of AI among UK businesses that use it, reported by close to 60% of them (ONS, July 2026).

What a workflow looks like

Our own examples. Any email-connected AI we build is draft-only. Every other agent works within set limits, has a named owner on your side, and is reviewed and updated by us as part of our monthly support.
TriggerWhat AI doesCheckResult
Supplier invoice lands in the inboxReads it and pulls out supplier, amount and due dateA person approvesLogged in your accounts
Purchase order arrives by email or PDFReads the lines and matches them to your productsA person confirmsOrder keyed into your system
New enquirySorts it and drafts a quote from your price listA person edits and sendsQuote out the same day
Monday morningTurns last week's figures into a plain-English summaryYou read itDecisions without opening five dashboards

Ordinary automation or AI?

Ordinary automation tools move data between systems when it arrives in a fixed shape, such as a form or a database row. AI earns its place when the input is messy: emails, PDFs, photos and free text. Most good workflows use both: AI reads, and ordinary automation moves the result.

What to automate first

A job that repeats every week, takes real hours, follows rules you could explain to a new starter, and is cheap to check. Our small business guide has a four-point test for any job.

Keeping a person in control

  • Draft-only for anything customer-facing, enforced at the permission level, not by a setting someone can switch off.
  • The narrowest access that does the job. Read-only wherever the AI only needs to look.
  • A log of what it did, so a person can check and undo.
  • A named owner for each workflow, who checks the output and fixes the rules.

How we build workflows

We build one workflow at a time, in your own tools wherever we can, and hand it over with the rules written down. After the audit, we build one workflow at a time in fixed-fee Sprints of £2,950 per workflow. Most people start with an audit, so the first workflow is the one worth most.

Fixed fees, never revenue share. Full detail on our pricing page.
WhatPriceWhat you get
AI Audit£1,495 fixedFive days, minimal client time. A build, buy or wait plan from your own numbers. Ten times the fee in estimated annual value identified, or the fee back.
Sprint 1: set-up and team workshopAt the Sprint rateAccounts and permissions set up properly, and a workshop so your team knows what the tools are for and who approves what.
Sprint, per workflow£2,950One workflow built, tested and handed over in five to ten working days, in your own tools wherever we can.
Foundation£2,000 a monthWe advise and direct, your team implements.
Growth£5,000 a monthOngoing builds and support, three-month minimum.

Got a job that eats hours every week? Book a 30-minute call.

or email hello@niddy.co.uk

Questions we get asked

What is AI workflow automation?

Connecting AI to your existing tools so a repeating job, such as reading orders, sorting the inbox or drafting quotes, runs automatically, with a person checking the result.

How long does it take to build one workflow?

We build, test and hand over each workflow in five to ten working days.

How much does AI automation cost?

Our Sprints are £2,950 per workflow, fixed. See our UK cost guide for what other providers charge.

Is it safe to let AI handle emails?

Only as drafts. Every email-connected workflow we build is draft-only, enforced at the mailbox permission, so a person sends.