Practical guides and tools for building fast, accurate fuzzy search and approximate matching with code samples, benchmarks, and integrations. https://fuzzypoint.co.uk en-us Thu, 16 Apr 2026 23:39:54 GMT https://fuzzypoint.co.uk/designing-fuzzy-search-for-named-entities-in-ai-generated-or/ https://fuzzypoint.co.uk/designing-fuzzy-search-for-named-entities-in-ai-generated-or/ A deep-dive blueprint for accurate people search with aliases, fuzzy matching, and semantic disambiguation in AI-powered directories. Thu, 16 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/how-to-build-an-internal-ai-persona-search-layer-for-executi/ https://fuzzypoint.co.uk/how-to-build-an-internal-ai-persona-search-layer-for-executi/ Build a safe AI persona search layer that resolves identity, matches tone, and prevents authority confusion in enterprise workflows. Thu, 16 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/how-to-build-a-multi-tenant-ai-search-layer-for-enterprise-v/ https://fuzzypoint.co.uk/how-to-build-a-multi-tenant-ai-search-layer-for-enterprise-v/ Design separate search, ranking, and latency budgets for enterprise coding agents and consumer chatbots in one multi-tenant AI layer. Thu, 16 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/benchmarking-search-at-ai-infrastructure-scale-latency-cost-/ https://fuzzypoint.co.uk/benchmarking-search-at-ai-infrastructure-scale-latency-cost-/ A platform-team guide to benchmarking search with P95 latency, throughput, recall, and index cost under real load. Wed, 15 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/semantic-search-for-ar-and-wearables-querying-the-world-thro/ https://fuzzypoint.co.uk/semantic-search-for-ar-and-wearables-querying-the-world-thro/ A deep dive into semantic search for AR glasses, wearables, edge inference, and contextual retrieval—built for real XR products. Wed, 15 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/accessibility-first-search-designing-fuzzy-matching-that-wor/ https://fuzzypoint.co.uk/accessibility-first-search-designing-fuzzy-matching-that-wor/ Learn how to build accessible fuzzy search, autocomplete, and spell correction that work smoothly with screen readers and keyboard users. Wed, 15 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/open-source-patterns-for-ai-powered-moderation-search-triage/ https://fuzzypoint.co.uk/open-source-patterns-for-ai-powered-moderation-search-triage/ A practical guide to open source moderation queues for deduping, clustering related reports, and prioritizing urgent incidents. Tue, 14 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/how-ai-regulation-affects-search-product-teams-compliance-pa/ https://fuzzypoint.co.uk/how-ai-regulation-affects-search-product-teams-compliance-pa/ A practical guide to AI regulation for search teams: logs, moderation, policy controls, and auditability without a stack rewrite. Tue, 14 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/ai-powered-ui-search-how-to-generate-search-interfaces-from-/ https://fuzzypoint.co.uk/ai-powered-ui-search-how-to-generate-search-interfaces-from-/ Learn how to turn product requirements into AI-generated search UIs with autocomplete, facets, and results layouts. Tue, 14 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/open-source-spell-correction-pipelines-what-to-use-for-typos/ https://fuzzypoint.co.uk/open-source-spell-correction-pipelines-what-to-use-for-typos/ Build open-source spell correction pipelines for typos, names, and domain terms with practical library choices and patterns. Mon, 13 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/prompting-for-seasonal-search-campaigns-from-crm-data-to-hig/ https://fuzzypoint.co.uk/prompting-for-seasonal-search-campaigns-from-crm-data-to-hig/ Build a repeatable prompt system for seasonal campaigns—from CRM data to taxonomy, landing pages, and high-intent keywords. Mon, 13 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/building-a-semantic-search-layer-for-ai-expert-directories-a/ https://fuzzypoint.co.uk/building-a-semantic-search-layer-for-ai-expert-directories-a/ Build a hybrid semantic search layer for AI expert directories with vector embeddings, lexical fallback, and intent-aware ranking. Mon, 13 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/why-ai-search-systems-need-cost-governance-lessons-from-the-/ https://fuzzypoint.co.uk/why-ai-search-systems-need-cost-governance-lessons-from-the-/ A deep guide to AI cost governance for search teams: embeddings, reranking, inference, and budget control in production. Sun, 12 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/choosing-between-lexical-fuzzy-and-vector-search-for-custome/ https://fuzzypoint.co.uk/choosing-between-lexical-fuzzy-and-vector-search-for-custome/ A practical guide to lexical, fuzzy, and vector search for AI products, with ranking advice, tradeoffs, and a hybrid strategy. Sun, 12 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/how-to-build-a-hybrid-search-stack-for-enterprise-knowledge-/ https://fuzzypoint.co.uk/how-to-build-a-hybrid-search-stack-for-enterprise-knowledge-/ Build a production hybrid search stack that blends keyword, fuzzy, and semantic retrieval for better enterprise relevance. Sat, 11 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/on-device-search-for-ai-glasses-latency-battery-and-offline-/ https://fuzzypoint.co.uk/on-device-search-for-ai-glasses-latency-battery-and-offline-/ A technical guide to on-device search for AI glasses, covering latency, offline indexing, compact embeddings, and battery-aware routing. Sat, 11 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/designing-fuzzy-search-for-ai-powered-moderation-pipelines/ https://fuzzypoint.co.uk/designing-fuzzy-search-for-ai-powered-moderation-pipelines/ Build fuzzy search and near-duplicate pipelines to triage moderation reports, reduce duplicate noise, and speed human review without sacrificing recall. Sat, 11 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/how-to-build-a-secure-semantic-search-system-for-cybersecuri/ https://fuzzypoint.co.uk/how-to-build-a-secure-semantic-search-system-for-cybersecuri/ Build a secure, role-aware semantic search system for incident docs, threat intel, and playbooks with audit logging and access control. Fri, 10 Apr 2026 00:00:00 GMT https://fuzzypoint.co.uk/fuzzy-search-for-brand-transition-and-alias-handling-in-prod/ https://fuzzypoint.co.uk/fuzzy-search-for-brand-transition-and-alias-handling-in-prod/ Learn how to preserve legacy names, aliases, and renamed features in search without confusing users or breaking product discovery. Fri, 10 Apr 2026 00:00:00 GMT