SERAPHIM INSIGHTS
Practical perspectives on technology, people and business efficiency.
October 1, 2026
Choose a repeatable process A useful operations pilot begins with a specific task. Examples include organising incoming service requests, drafting routine status updates or preparing an internal handover summary. Choose work with clear inputs, a defined output and someone who can judge whether the result is correct. Avoid starting with a broad instruction to automate […]
September 1, 2026
Separate preparation from approval Quotation work often includes repetitive steps: reading a request, collecting item details, applying a template and tracking revisions. AI can support preparation, but the business still needs a reliable approval process. A well-written quotation is only useful when its specifications, quantities, prices and terms are correct. Build one structured request Record […]
August 1, 2026
Start with the customer record AI sales tools are easier to use well when the underlying customer information is clear. If a CRM contains duplicate contacts, outdated details or inconsistent deal stages, an AI-generated summary may repeat those problems in polished language. Improving the records is a practical first step before adding more automation. Agree […]
July 1, 2026
Fix the handoff before adding automation A sales enquiry can arrive through a website, email or social media. The first challenge is often making sure someone owns the next step. Before introducing AI, map how an enquiry reaches the sales team, where it is recorded and who follows up. A simple, consistent process gives automation […]
