A practical guide to using AI in procurement: eight workflows with ready-to-adapt prompts for specifications, RFQs, quote comparison, negotiation prep, contract review, supplier onboarding, invoice exceptions and spend reports, plus the guardrails every team needs.
A practical 90-day Microsoft Copilot rollout plan: choosing between Copilot Chat and Microsoft 365 Copilot, fixing oversharing, allocating seats, training by role, and measuring adoption and real time saved.
A practical guide to AI literacy training for employees: what EU AI Act Article 4 requires after the July 2026 Digital Omnibus, who it covers, and a seven-step plan with role-based tracks, an evidence file and a day-30 check.
To measure the ROI of AI training, pick three to five real tasks, time them before training, time them again at 30, 60 and 90 days, and count only the people who actually use AI. Multiply the minutes saved by how often the task happens and by the cost of that person's hour, then compare it with the full cost, including staff time. Conservative numbers win budget. Inflated ones lose it.
