Field notes on growth‑tech.
Practical thinking on AI, engineering and digital transformation from the Siri9 Lab.
Building a Data Platform
There is a moment in every growing business when the spreadsheet becomes the risk. Not because spreadsheets are bad — they are extraordinary tools — but because the business has outgrown what any spreadsheet can safely handle.
Machine Learning Fundamentals Every Business Leader Should Know
Machine learning is the backbone of modern AI. Understanding its core concepts helps business leaders make informed decisions about technology investments.
Why AI Agents Are Transforming Business
AI agents are autonomous software systems fundamentally changing how businesses operate — from automating workflows to enhancing customer experiences at scale.
Fine-Tuning vs. RAG: Choosing the Right Approach
Two techniques dominate enterprise LLM customisation: fine-tuning and retrieval-augmented generation. Here is a decision framework for choosing the right one for your use case.
A Practical Guide to Computer Vision in Manufacturing
A step-by-step guide to deploying computer vision on a manufacturing line, covering data collection, model selection, edge deployment, and ongoing monitoring.
Using LLMs to Analyse Qualitative Research at Scale
Interview transcripts, support tickets, customer feedback — qualitative data has always been expensive to analyse. Large language models change the economics. Here is how to build the pipeline.
Why AI Agents Are the Next Competitive Advantage
AI agents are shifting from experimental to essential. Here is what mid-market companies need to know before competitors get there first.
From Spreadsheets to Smart Systems: Building a Data Platform
How to move from spreadsheet-driven operations to a structured data platform without the big-bang migration that usually causes more problems than it solves.
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