AI workflows for business. Choose the department first.
Start with the department, source material, human decision and result to measure. Choose the tool only after the workflow is defined.
Department workflow examples
Each page starts with a business problem and ends with a pilot you can measure.
Sales
Pilot one sales workflow that turns call notes into CRM fields and follow-up drafts, while pricing, discounts and customer commitments stay with the sales lead.
Operations
Pilot one operations workflow that turns scattered updates into source-linked status, handoff and exception notes, with the operations lead owning priorities and published wording.
Finance
Pilot finance preparation, not finance approval. AI can flag invoice and spend exceptions or draft variance notes; finance keeps payment, reporting and supplier decisions.
HR
Pilot one repeatable HR workflow from approved policy and onboarding material, while employee-specific, medical, grievance and contract decisions stay with HR.
Customer support
Pilot ticket summaries or reply drafts from the current case and approved knowledge, with refunds, legal, security and outage claims escalated before the customer sees them.
Leadership
Pilot one leadership reporting workflow that drafts from approved numbers and source notes, while interpretation, commitments and board decisions stay with leaders.
Where AI lands first
Administrative roles are the most affected where businesses use AI text tools, and few report cutting staff.
- Administrative or clerical45.9%
- Creative or design35.8%
- Data analysis33.2%
- Information technology23.9%
- No change57.4%
- Reduced4.6%
- Not sure18.6%
Adoption by industry
Information, education and professional services lead. Construction and retail are only starting.
- Information and communication58%
- Education51%
- Professional, scientific and technical46%
- Administrative and support30%
- Manufacturing22%
- Wholesale and retail21%
- Construction13%
Need governance before the pilot?
Define sources, reviewers, data boundaries and evidence before usage spreads.
Every pilot needs four decisions
- Source
Approved material
Notes, tickets, invoices, reports or board packs already in use.
- AI output
Useful first pass
Draft, summary, check or next action from approved sources.
- Reviewer
Named decision owner
A person approves before customers, money or records change.
- Proof
Result worth keeping
Baseline, result, review notes and decision saved.
Questions teams ask first
What does the first step cost?
The AI Rollout Diagnostic is £1,500 fixed for two weeks. It covers one workflow decision and ends with one recommendation: build, pause, clean up first or do nothing.
Do we need Copilot already?
No. The diagnostic can recommend Copilot, ChatGPT, Claude, private tools, or no new licence until the workflow is clear.
Can this work in a regulated business?
Yes, if approval, source boundaries, data handling and audit trail are designed before the pilot scales.
Do you build workflows or only advise?
Both. The work can include workflow design, governance, Microsoft 365 guardrails, Microsoft 365 Copilot rollout, connecting AI to your own tools, and technical implementation where needed.
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