predictes is an AI transformation partner: strategy, engineering and managed services that take AI from a slide to something running in your business.https://predictes.comenhttps://predictes.com/blog/ai-use-case-list-with-no-ownerhttps://predictes.com/blog/ai-use-case-list-with-no-ownerLong use-case lists feel like progress and function as a way of avoiding a decision. What replaces them is shorter, harder to write and actually gets built. Fri, 04 Sep 2026 00:00:00 GMTAI strategyprioritisationuse casesdecision makinghttps://predictes.com/blog/adoption-is-a-budget-linehttps://predictes.com/blog/adoption-is-a-budget-lineEvery transformation plan has a technology budget and an adoption paragraph. That imbalance predicts the outcome more reliably than anything about the technology. Fri, 28 Aug 2026 00:00:00 GMTchange managementadoptionprogrammesbudgetinghttps://predictes.com/blog/an-agent-is-as-safe-as-its-toolshttps://predictes.com/blog/an-agent-is-as-safe-as-its-toolsMost attempts to make agents safe happen in the prompt. Almost all of the real safety comes from the tool layer, which is an engineering decision. Fri, 21 Aug 2026 00:00:00 GMTAI agentssecuritytool designprompt injectionhttps://predictes.com/blog/design-for-the-review-not-the-answerhttps://predictes.com/blog/design-for-the-review-not-the-answerThe metric that decides whether an AI feature saves anybody time is not accuracy. It is how long it takes a person to confirm or correct what it produced. Fri, 14 Aug 2026 00:00:00 GMTUXAI interfacesreviewtrusthttps://predictes.com/blog/build-the-evaluation-harness-firsthttps://predictes.com/blog/build-the-evaluation-harness-firstWithout a way to score changes, an AI codebase gets slower every month. Teams feel it around month three and usually blame the wrong thing. Fri, 07 Aug 2026 00:00:00 GMTevaluationtestingLLMregressionhttps://predictes.com/blog/most-retrieval-failures-are-definition-failureshttps://predictes.com/blog/most-retrieval-failures-are-definition-failuresWhen search returns something technically related and practically wrong, the usual response is to tune the retriever. The usual cause is elsewhere. Fri, 31 Jul 2026 00:00:00 GMTontologyretrievalmaster datadefinitionshttps://predictes.com/blog/the-answer-was-wrong-because-the-document-was-oldhttps://predictes.com/blog/the-answer-was-wrong-because-the-document-was-oldFreshness is the quietest failure in an AI system. Nothing errors, nothing alerts, and the answers are perfectly consistent with a version of reality that has moved on. Fri, 24 Jul 2026 00:00:00 GMTdata qualityfreshnesspipelinesmonitoringhttps://predictes.com/blog/the-ai-policy-people-actually-followhttps://predictes.com/blog/the-ai-policy-people-actually-followMost AI policies are written to satisfy a risk register and are ignored within a month. The version that works is shorter, more permissive and considerably more useful. Fri, 17 Jul 2026 00:00:00 GMTAI policygovernancetrainingshadow AIhttps://predictes.com/blog/ai-systems-do-not-crash-they-drifthttps://predictes.com/blog/ai-systems-do-not-crash-they-driftConventional monitoring watches for things that stop. The failure mode that matters here produces no error, no alert and perfectly formatted answers that are quietly worse. Fri, 10 Jul 2026 00:00:00 GMTmonitoringdriftSLAoperationshttps://predictes.com/blog/go-and-watch-a-shift-firsthttps://predictes.com/blog/go-and-watch-a-shift-firstField systems are rejected for reasons that never appear in a requirements document, and every one of them is visible within two hours of standing where the work happens. Fri, 03 Jul 2026 00:00:00 GMTfield deploymentrequirementsadoptionoperationshttps://predictes.com/blog/when-agents-write-the-code-review-is-the-bottleneckhttps://predictes.com/blog/when-agents-write-the-code-review-is-the-bottleneckGeneration got ten times faster and review did not. Teams that measure only the first half accumulate under-reviewed code, and the debt arrives all at once. Fri, 26 Jun 2026 00:00:00 GMTAI codingcode reviewspec-drivenengineering practicehttps://predictes.com/blog/the-night-shift-knows-things-nobody-wrote-downhttps://predictes.com/blog/the-night-shift-knows-things-nobody-wrote-downUnattended production is rarely blocked by robotics. It is blocked by the judgement three experienced people carry, which exists nowhere a system can read. Fri, 19 Jun 2026 00:00:00 GMTdark factorytacit knowledgecontextunattended operation