Guide
12 business processes to automate with AI first
By Shreekant Pratap Singh, Founder, Technosys IT Management · Updated · 7 min read
Short answer
Start with high-volume processes where people read something, decide something and type it into another system: inbound lead routing, support ticket triage, invoice and supplier document processing, quote preparation, appointment booking and reminders, and review responses. These pay back fastest because the hours are easy to measure and the AI step is narrow.
Key takeaways
- Pick processes that run many times a week, not complex one-offs.
- The best candidates involve reading unstructured input and re-keying it.
- Keep humans on approvals and anything a customer sees until results are measured.
- Measure hours per task before you start so the payback is provable.
Sales and marketing
1. Inbound lead qualification and routing: AI reads the enquiry, scores fit and urgency, and routes it to the right person within minutes. See the real estate enquiry qualification case study.
2. CRM data entry from email and calls: activity is summarised and logged automatically, so pipeline reports reflect reality.
3. Follow-up on quiet deals: the workflow spots stalled opportunities and drafts a relevant nudge for the rep to send.
Customer support
4. Ticket triage: classify intent and priority, attach the right customer record, and route. See the enterprise software support triage case study.
5. Order status, returns and exchanges: answer the most common questions from live order data, with hand-off for complaints.
6. Review responses: draft replies in the brand voice for approval and escalate serious issues the same day.
Finance and procurement
7. Invoice and supplier document processing: extract fields from PDFs and emails, match against orders, and flag mismatches.
8. Requests for quotation: send, chase and compare supplier quotes without inbox threads. See the supplier RFQ case study.
9. Quote preparation for custom work: extract specifications and apply your pricing rules so estimators approve instead of starting from scratch.
Operations and HR
10. Appointment booking, reminders and no-show recovery: confirmations and waitlist fill on autopilot.
11. Employee onboarding: provision accounts and send checklists the moment HR marks someone as hired.
12. Weekly reporting: pull numbers from several systems and write a plain-language summary for management.
How to choose between them
Score each candidate on three things: hours spent per week, how standard the input is, and how bad a mistake would be. Start with high hours, moderately messy input and low risk. That combination gives a fast, visible win and builds trust for harder processes later.
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