Audacia (@audacia)

Microsoft Fabric: How to Prove the Business Case Before You Scale

How to design a Microsoft Fabric pilot with six measures, from business outcomes to cost, that ends in a clear decision to scale, refine or stop.

9 min readaudaciatechnicalblog.hashnode.dev

1Nov 5

Observability in Production: Writing Effective Logs and Diagnosing Issues

Learn how effective logging improves production observability, helping software engineers diagnose issues, troubleshoot errors and maintain apps.

9 min readaudaciatechnicalblog.hashnode.dev

Oct 15

Fabric IQ and Ontology: Giving Data a Shared Business Meaning

Every organisation has some version of the same challenge: What counts as an "active customer"? Does revenue get measured net or gross? Does a "sale" include returns? The answer exists somewhere:

11 min readaudaciatechnicalblog.hashnode.dev

Aug 13

A Testing Strategy for Legacy Modernisation

Every legacy modernisation programme runs into the same uncomfortable question sooner or later: how do you prove a new system works correctly, when nobody can fully define what "correctly" means for t

9 min readaudaciatechnicalblog.hashnode.dev

Aug 6

From Proof of Concept to Production: What AI Projects Actually Require

The gap between a proof of concept and a production system is where a significant proportion of AI initiatives fail to progress. Understanding what that transition involves, and planning for it from t

10 min readaudaciatechnicalblog.hashnode.dev

Jul 30

Audacia

About

Available for

Audacia's blogs

Microsoft Fabric: How to Prove the Business Case Before You Scale

Observability in Production: Writing Effective Logs and Diagnosing Issues

Fabric IQ and Ontology: Giving Data a Shared Business Meaning

A Testing Strategy for Legacy Modernisation

From Proof of Concept to Production: What AI Projects Actually Require

Audacia

About

Available for

Audacia's blogs

Microsoft Fabric: How to Prove the Business Case Before You Scale

Observability in Production: Writing Effective Logs and Diagnosing Issues

Fabric IQ and Ontology: Giving Data a Shared Business Meaning

A Testing Strategy for Legacy Modernisation

From Proof of Concept to Production: What AI Projects Actually Require

Audacia

About

Available for

Audacia's blogs

Microsoft Fabric: How to Prove the Business Case Before You Scale

Observability in Production: Writing Effective Logs and Diagnosing Issues

Fabric IQ and Ontology: Giving Data a Shared Business Meaning

A Testing Strategy for Legacy Modernisation

From Proof of Concept to Production: What AI Projects Actually Require

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Audacia

About

Available for

Audacia's blogs

Microsoft Fabric: How to Prove the Business Case Before You Scale

Observability in Production: Writing Effective Logs and Diagnosing Issues

Fabric IQ and Ontology: Giving Data a Shared Business Meaning

A Testing Strategy for Legacy Modernisation

From Proof of Concept to Production: What AI Projects Actually Require