Resources
Practical AI insights for business leaders, teams, and builders
Our articles and guides are organised around five content pillars, so you can find what is relevant to where you are on your AI journey.
- AI Literacy. Foundations that help any professional use AI with confidence and judgement.
- Practical AI Use Cases. Real, function-specific ways teams put AI to work day to day.
- AI Governance & Readiness. Using AI responsibly, informed by ISO/IEC 42001 management-system principles.
- Function-Specific AI Adoption. How AI applies across finance, operations, marketing, HR, and more.
- The Digisoul Ecosystem. How Training, Digital Products, Khabeer AI, JafarOS, and Diwan AI connect.
- Supply Chain
Run a tighter S&OP cadence with AI: sense demand, plan supply, reconcile to one number, with exception governance. A practical 2026 method for planners.
- Supply Chain
Set inventory policy with AI on classic science: ABC classification, EOQ order quantities, and Z-based safety stock, scored for health. A practical 2026 method.
- Supply Chain
Classify suppliers into the four Kraljic quadrants with AI, from profit impact and supply risk, then set a sourcing strategy for each. A practical 2026
- Supply Chain
Sense demand earlier with AI and damp the bullwhip effect: a short-horizon forecast with a confidence band, refreshed on signals. A practical 2026 method.
- Supply Chain
The 2026 guide to GenAI in supply chain: demand sensing, supplier scoring, ABC inventory, and S&OP in one governed, board-defensible operating system.
- Product Management
Instrument product health with the HEART framework and AI: Happiness, Engagement, Adoption, Retention, Task success, scored and explained on a cadence.
- Product Management
Design product experiments with proper power and read them with rigor using AI. A practical 2026 method so you ship what works and kill what
- Product Management
An AI-ready PRD ties every requirement to evidence and a success metric. How the PRISM framework structures a PRD that AI can draft and a
- Product Management
Synthesise user interviews into jobs-to-be-done with AI, fast, then prioritise. A practical 2026 discovery method that stays grounded in real evidence.
- Product Management
The 2026 guide to GenAI in product management: discovery, AI-ready PRDs, prototyping, experiments, and HEART metrics in one governed operating system.