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AI Engineering

11 articles on ai engineering.

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AI Engineering

AI in Indian manufacturing: what holds up in production

AI use cases that hold up on Indian plant floors: visual inspection, predictive maintenance, demand forecasting and document AI, with the data each needs.

8 Nov 20267 minBrihat Infotech

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AI Engineering

Enterprise AI agents: a guide to deployment

What an enterprise AI agent is, where to start, the seven controls every deployment needs and which Indian and foreign rules shape the design.

30 Aug 20267 minBrihat Infotech

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AI Engineering

Human-in-the-loop design that people use

Why AI review steps turn into rubber stamps and how to design one that catches errors: route by confidence, show evidence and track four numbers.

18 Aug 20265 minBrihat Infotech

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AI Engineering

AI in loan origination: faster files, same approver

How lenders use AI to read documents, run checks and route files while the credit decision stays with the underwriter, with a full audit trail.

14 Aug 20264 minBrihat Infotech

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AI Engineering

How to build a test set for an AI system

Build the evaluation set before the AI system: where the first hundred cases come from, what to cover, how to grade and how to use it as a release gate.

10 Aug 20266 minBrihat Infotech

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AI Engineering

What to record in an AI audit trail

What an AI audit trail must record to explain a decision a year later: twelve fields, versioning, retention periods in India and the EU, and privacy.

4 Aug 20267 minBrihat Infotech

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AI Engineering

DPDP and AI systems: what changes in the design

What the DPDP Act 2023 and Rules 2025 ask of an AI system: purpose-limited consent, withdrawal, accuracy, erasure, breach reporting and training data.

2 Aug 20266 minBrihat Infotech

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AI Engineering

Why enterprise AI agent projects get cancelled

Enterprise AI agent projects stall on missing controls, not model quality: test set, cost ceiling, action allowlist, human lane and integration scope.

25 Jul 20266 minBrihat Infotech

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AI Engineering

AI governance for regulated Indian companies

Which AI governance rules bind an Indian bank or NBFC and which only guide it: DPDP Act, RBI directions, ISO 42001, NIST AI RMF, EU AI Act.

19 Jul 20266 minBrihat Infotech

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AI Engineering

Enterprise AI agents: where they earn their cost

Where enterprise AI agents earn their cost, why pilots stall, and the five parts a production agent needs: tool limits, lanes, logs, tests, budgets.

14 Jul 20265 minBrihat Infotech

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AI Engineering

Production RAG: how to make retrieval dependable

A RAG demo answers from three PDFs. A production system needs structure-aware chunking, query-time permissions, evaluation sets and fresh indexes.

22 Apr 20264 minBrihat Infotech

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Platform Strategy (20)Delivery & Process (15)

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