News & insights
AI software development news and insights
Field notes on AI engineering, revenue systems, automation and search visibility, written by the team doing the builds.
AI Intranets: Turning Internal Knowledge Into an Answering System
Most intranets store documents. A good AI intranet answers questions. Here is how to build one that staff actually use.
Cost of Ownership: What AI-Built Software Really Costs to Run and Maintain
A clear-eyed look at the ongoing costs of software built with AI-accelerated engineering, beyond the initial build price.
Replacing Spreadsheets: Migrating Operational Processes into a Real Platform
A practical guide to knowing when a spreadsheet has become a liability, and how to migrate it into a proper platform without disrupting the business.
AI for Professional Services Firms: Billable Hours, Document Work and Intake
Where AI genuinely helps professional services firms recover billable time, without touching the judgement clients actually pay for.
Marketplaces with AI Matching: Solving the Cold-Start Problem
How AI-driven matching can help two-sided marketplaces get past the chicken-and-egg problem of thin early supply and demand.
What an AI CRM Should Do on Day One (and What to Leave for Month Three)
A practical sequencing guide for rolling out an AI CRM: the essentials to launch with, and the intelligence to layer in later.
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