# Applied AI insights: technical guides | tracee

> Technical guides on AI deployment postures, data readiness and moving from pilot to production. Dated, attributed, sourced, with illustrative examples labeled.

Source: https://traceegroup.com/ai/insights

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# Applied AI insights. Technical guides, dated and sourced.

Original guides on the decisions that determine whether AI works in daily operations: how a model is deployed, what data it is given, and what it takes to move from a pilot to something an organization can rely on.

## Editorial standard.

### Signed and dated.

Every guide is written by Bassel Assaad and carries its publication and review dates. Guides are revised when their sources change.

### Primary sources.

Claims about law, standards or guidance link to the publishing authority: CNIL, NIST, the European Commission. Never to a summary of a summary.

### Illustrations are labeled.

Worked examples use synthetic organizations and invented figures, and say so beside them. No client is described or implied.

### No legal advice.

The guides explain technical design choices. Whether an obligation applies to you is for your counsel or data protection officer to determine.

## Back to the practice.

See how these ideas become an engagement: diagnostic, workflows, deployment and method.