AI, Data, and Engineering Intelligence | Icarus Analytica

01 Current priorities

AI systems · 7 min read

A practical AI agent readiness checklist

How to determine whether an agent workflow is worth building before model selection, integration, and governance costs begin.

Predictive analytics · 8 min read

Why forecasting systems fail outside the notebook

A production forecast is a controlled decision system, not only a model. These are the engineering and governance gaps that matter.

02 Full library

6 decision-oriented articles

AI systems

A practical AI agent readiness checklist

How to determine whether an agent workflow is worth building before model selection, integration, and governance costs begin.

Predictive analytics

Why forecasting systems fail outside the notebook

A production forecast is a controlled decision system, not only a model. These are the engineering and governance gaps that matter.

Product recovery

A controlled path through product modernization

How to stabilize a legacy or struggling platform while protecting users, data, and the business processes that depend on it.

AI systems

Production RAG needs an operating model, not only a vector database

A practical operating framework for governed retrieval, permissions, evaluation, source ownership, model change, and incident response.

Data engineering

How to sequence an enterprise data platform modernization

A decision-led roadmap for modernizing pipelines, warehouses, governance, analytics, and operating ownership without breaking current reporting.

Technology advisory

An executive checklist for technical due diligence

The questions that connect architecture, product delivery, security, data, operations, cost, and team risk to an investment decision.