Enterprise Data & AI Realities: What Works

Enterprise Data & AI Realities: What Works

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An Agent Is a Product With Delegated Authority
Anitha Jagadeesh — Founder, Innocore Strategy & Solutions LLC | Patent-pending inventor, Runtime Trust Orchestration Control Plane for AI
 • Anitha Jagadeesh
Issue 7 — The Tool Layer Is the Real Product
Models produce text. Tools execute actions. The value of a product—and its inherent risk—exists entirely at the point where the runtime triggers a…
 • Anitha Jagadeesh
Agent Ecosystem Governance
A weak agent is a risk. An agent ecosystem with weak governance is a control problem that spreads.
 • Anitha Jagadeesh
Prompt Injection Is the Symptom. The Design Is the Problem.
Short on time, listen to the brief version of this article summary.
 • Anitha Jagadeesh
Multi-Agent Systems: Shared Memory, Handoffs, and Where Safety Breaks First
One agent is hard enough. A chain of agents can quietly bypass every control you thought you had.
 • Anitha Jagadeesh
From APIs to Agents: What We Can Reuse — and What We Can't
Agents do not replace APIs. They choose and chain them. That is why the old discipline still matters.
 • Anitha Jagadeesh
Architecting for Safe AI: 12 Control Questions Before Any Agent Touches Production
A practical walkthrough for deciding if an agent is ready for real systems, real telemetry, and real consequences.
 • Anitha Jagadeesh
Enterprise Data & AI Realities: What Works
Enterprise Data & AI Realities: What Works
Weekly, practical Data + AI guidance: frameworks, templates, and real examples to help you ship outcomes—responsibly.
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