What Is Shadow AI? The Hidden AI Usage Already Inside Your Organisation
What is shadow AI, why it spreads so quickly, and how to spot unapproved AI tools in your business. Practical detection steps, real examples and a governance plan.
Recent articles by Rajnish Kohli
What Is Technical Debt? Definition, Types, Examples and How to Manage It in 2026
Technical debt is the extra work that builds up when a team chooses a quick, short-term solution instead of taking the time to build a better one. Like financial debt, it carries "interest" - every shortcut left unresolved makes the next change slower, riskier and more expensive.
How Do You Run an AI Risk Assessment? A Practical Framework Guide
**Quick answer:** To run an AI risk assessment, define the AI system and its intended use, map the data and people involved, identify potential risks, assess their likelihood and impact, assign controls and owners, document the decisions, and set a review date. A framework such as the **[NIST AI RMF](https://www.nist.gov/itl/ai-risk-management-framework)** can make the process repeatable.
What Is Seed Funding? A Practical Guide for UK Startups
Learn what seed funding is, who provides it, how much startups raise, and how to know whether your business is ready to approach investors.
Why Is AI Pilot to Production Harder Than It Seems?
Learn how to move from AI pilot to production, avoid common roadblocks, and turn successful trials into reliable operating workflows.
Minimum Viable Product Strategy: How to Decide Between an MVP and a Full Product?
Learn how to build a Minimum Viable Product Strategy, choose between an MVP and full product, prioritise features, estimate costs, and validate your idea.
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