Practical Ideas on AI Automation & Software.
Perspectives from our engineers and designers on automating business work with agentic AI, and building the websites, apps and systems it runs on.
Latest Articles
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Measuring an AI Deployment: What to Agree Before You Build
How to decide, before any development starts, whether an AI workflow is working — with measures your operations team will actually trust.
Why AI Pilots Stall Before Production — and How to Avoid It
A successful demo is not the same as a deployed workflow. The common reasons AI pilots never reach daily use, and what to plan for from the start.
Human-in-the-Loop Is a Design Decision, Not a Safety Net
Approval steps are often added at the end of an AI project as a precaution. They work much better when they are designed in from the start.
AI Agent or Chatbot? A Plain-Language Guide for Operations Leaders
The terms get used interchangeably, but they describe very different things. What each one does, and how to tell which your business actually needs.
Connecting AI to Your ERP Without Replacing It
You do not need a new ERP to use AI. Here are the practical ways AI can read from and write to the systems you already run — and the questions to settle with IT first.
RFQ to Quotation: A Practical First AI Workflow for Manufacturers
Why the request-for-quotation process is often the best place for a manufacturer to start with AI, and what a sensible first version looks like.
Start With the Workflow, Not the Model: How to Scope an AI Project
Most AI projects that disappoint were scoped around a technology, not a piece of work. Here is how to find the right first workflow before anything is built.
From Render to Reality: 3D Design That Survives Manufacturing
A beautiful render is not a producible product. The constraints that separate visualisation work from models a factory can actually build.
Print and Packaging in a Digital-First Brand System
Brands designed on screens frequently fall apart in physical production. What screen-native design systems consistently fail to account for.