Enterprise AI Adoption
Agentic AI vs Generative AI vs Predictive AI Compared
Predictive forecasts, generative creates, agentic acts—and picking the wrong one wastes money.
Isaac Dieng
· 10 min read
Predictive forecasts, generative creates, agentic acts—and picking the wrong one wastes money.
Enterprises are skipping the identity check that makes all other security controls meaningful.
Agents reach production faster than security can build guardrails around them.
Emerging protocol faces token leaks, permission creep, and supply chain attacks.
Security frameworks built for people don't protect agents handling company data.
Organizations need AI risk management as its own discipline, separate from IT governance.
Most MCP servers expose far more access than agents actually need to complete their tasks.
How MCP's authorization model evolved from nothing to layered OAuth as the protocol scaled.