// RESEARCH

Operational intelligence for enterprise AI systems.

Research logs, enforcement findings, AI governance notes, and control-layer analysis from the Nizam Control system.

// LATEST ENTRIES 04 Records

2026 / 04

Why most AI costs are invisible

Token waste lives below the dashboard threshold. A breakdown of where it actually accumulates.

Cost Analysis
2026 / 03

Prompt injection is becoming operational

From novelty to threat surface — how injection patterns are entering production AI workflows.

Security
2026 / 02

The hidden cost of uncontrolled context

Context bloat compounds silently across requests. Measurement, attribution, and containment.

Field Notes
2026 / 01

AI governance starts before execution

Detection after the fact is recovery, not control. The case for pre-execution enforcement.

Governance

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