Long-Term Strategy for Enterprise AI
Most enterprise AI activity today is tactical. Organizations identify a promising use case, deploy a tool, measure near-term productivity gains,...
Abhay Thakur
Posts by Abhay Thakur
Measuring ROI in Enterprise AI
Return on investment in enterprise AI is genuinely difficult to measure, and organizations that pretend otherwise tend to produce metrics...
The Business Case for Secure AI
Security is sometimes positioned as a cost of AI adoption — the friction that slows deployment, the budget line that...
AI Transparency and Accountability
Transparency and accountability are the foundations upon which trustworthy AI is built. Without transparency, organizations cannot understand what their AI...
Balancing Innovation and Risk in AI
The tension between innovation and risk in AI is real, but it is frequently misframed. The choice is rarely between...
Training Employees to Use AI Securely
Employee behavior is one of the most significant variables in enterprise AI security. Technical controls — access restrictions, approved deployment...
AI Incident Response and Recovery
AI systems introduce a category of incidents that traditional incident response frameworks were not designed to handle. A misconfigured firewall...
Managing Change During AI Transformation
AI transformation is, at its core, a human challenge as much as a technical one. Organizations that treat AI adoption...
AI Policy Development for Enterprises
An AI policy is the foundational document that defines how an organization will use, govern, and control artificial intelligence systems....
The Role of Leadership in AI Adoption
AI adoption does not succeed or fail at the technical level — it succeeds or fails at the leadership level....