<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Enterprise: Field notes</title><description>Enterprise sets AI strategy and then executes it: audits that surface real use cases, systems that reach production, and teams trained to run them.</description><link>https://enterprise-work.com/</link><language>en-my</language><item><title>The eval is the product</title><link>https://enterprise-work.com/blog/the-eval-is-the-product/</link><guid isPermaLink="true">https://enterprise-work.com/blog/the-eval-is-the-product/</guid><description>Teams treat evaluation as a testing chore bolted on at the end. In an AI system it is the specification, and the only thing standing between a demo and something you can run unattended.</description><pubDate>Wed, 05 Aug 2026 00:00:00 GMT</pubDate><category>AI Engineering</category></item><item><title>What retrieval gets wrong when your users write in Malay</title><link>https://enterprise-work.com/blog/what-retrieval-gets-wrong-in-malay/</link><guid isPermaLink="true">https://enterprise-work.com/blog/what-retrieval-gets-wrong-in-malay/</guid><description>Every retrieval benchmark you have read is English. Here is what actually breaks when the corpus is code-switched Bahasa Malaysia, and how to measure it before it embarrasses you.</description><pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate><category>Research</category></item><item><title>Why we stopped billing hours</title><link>https://enterprise-work.com/blog/pay-for-features-not-hours/</link><guid isPermaLink="true">https://enterprise-work.com/blog/pay-for-features-not-hours/</guid><description>A timesheet rewards the wrong thing. Moving to outcome-based pricing changed what our engineers optimised for, and made the incentive honest.</description><pubDate>Tue, 30 Jun 2026 00:00:00 GMT</pubDate><category>Operating</category></item><item><title>The pilot that never ships</title><link>https://enterprise-work.com/blog/the-pilot-that-never-ships/</link><guid isPermaLink="true">https://enterprise-work.com/blog/the-pilot-that-never-ships/</guid><description>A pattern we see in almost every enterprise: an AI pilot that succeeds on its own terms and never reaches production. The cause is usually decided before the pilot starts.</description><pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate><category>Transformation</category></item><item><title>The case for squads of four</title><link>https://enterprise-work.com/blog/small-senior-squads/</link><guid isPermaLink="true">https://enterprise-work.com/blog/small-senior-squads/</guid><description>Adding people to a delivery team stops helping much earlier than most organisations expect. What we optimise for instead.</description><pubDate>Wed, 15 Apr 2026 00:00:00 GMT</pubDate><category>Operating</category></item></channel></rss>