Not everything can (or should) be automated. Here's an honest, data-driven assessment of where AI delivers genuine value — and where you should keep humans in the loop.
High automation potential (70–90% of task can be automated)
These tasks follow predictable patterns and are perfect for AI:
- Data entry and migration — reading documents, extracting fields, entering into systems. Automate data entry and save 8+ hours/week.
- Document processing — invoices, receipts, applications, forms. AI document processing handles 95%+ of standard documents.
- Report generation — pulling data, formatting, distributing. Automated reporting turns hours into seconds.
- FAQ and routine support — answering the same 50 questions repeatedly. Reduce support tickets by 60–80%.
- Email routing and triage — categorising and directing incoming messages.
Medium automation potential (40–60%)
AI handles the routine parts while humans handle the judgment calls:
- Sales follow-ups — AI drafts personalised follow-up emails, schedules calls, and updates CRM. Human reviews and sends.
- Quality checks — AI flags anomalies and potential issues. Human investigates and decides.
- Project coordination — AI tracks deadlines, sends reminders, updates status. Human manages relationships and resolves conflicts.
- Customer onboarding — AI handles document collection, account setup, and standard communications. Human handles the relationship.
Low automation potential (keep human)
These need human intuition, creativity, and empathy:
- Negotiation and deal-making
- Creative strategy and innovation
- Relationship building and networking
- Complex problem-solving with incomplete information
- Sensitive customer interactions (complaints, escalations)
The numbers for a typical 15-person SME
Based on our experience building AI for small businesses:
- Total team hours per week: 600
- Hours on automatable tasks: 180–240 (30–40%)
- Realistic AI automation: 120–180 hours saved
- Annual savings: £120,000–£180,000
- AI system cost: £10,000–£30,000 build + £200–£500/month running
That's a 4–12x return on investment in the first year alone. Calculate your specific numbers here.
Wondering how much of your work AI can handle?
Book a free process audit — we'll map your workflows and tell you exactly what can be automated and what should stay human.
