https://itresearches.com/ weekly 1.0 IT Researches Ltd — London-based AI research and consultancy. Delivers production AI: vision QA, demand and sales forecasting, sentiment analysis, knowledge systems, big-data engineering, MLOps. Founded 2008. Six languages. AI consultancy · enterprise machine learning · UK IT Researches Ltd, London, AI consultancy, machine learning, MLOps, computer vision, forecasting, NLP, knowledge graphs CTO, Head of Data, Head of AI, COO, Product leadership https://itresearches.com/about-us Who IT Researches is: a senior AI engineering practice headquartered in London with delivery teams across Europe, the Middle East and Asia. History, leadership, values, and how the firm thinks about applied AI. company profile · about IT Researches Ltd, founders, London HQ, history, values https://itresearches.com/vision-and-value The firm's vision and value framework — vendor-neutral engineering, data-honest evaluation, audit-ready delivery, and an explicit operator-handover contract on every project. methodology · principles vendor neutrality, evaluation, auditability, AI governance, responsible AI https://itresearches.com/people The senior engineers, scientists and operators who deliver IT Researches projects. team · leadership AI engineers, data scientists, ML researchers, delivery leads https://itresearches.com/industries Vertical AI playbooks: manufacturing (vision QA, predictive maintenance), retail and FMCG (demand forecasting, sentiment), healthcare and life sciences (knowledge systems, imaging), financial services (fraud, risk, document AI), logistics (ETA, routing), public sector (citizen services, compliance). industry verticals · use cases manufacturing AI, retail AI, healthcare AI, financial services AI, logistics AI, public sector AI https://itresearches.com/case-studies Selected enterprise deployments with measurable outcomes: 99.4% recall vision QA on a moving line, 22% waste reduction from hierarchical demand forecasting, sub-second sentiment radar at scale, audit-ready clinical knowledge graphs. case studies · proof points · ROI vision QA, demand forecasting, sentiment analysis, knowledge graphs, ROI, KPIs https://itresearches.com/engagement Engagement models and pricing bands: AI Feasibility Sprint (from £18k, 2–3 weeks), Production Engagement (from £85k, 8–16 weeks), Embedded AI Team (from £24k/month). pricing · engagement model · how to work with us discovery sprint, fixed scope, embedded team, MLOps engagement, pricing bands https://itresearches.com/solutions Catalogue of AI solutions IT Researches builds and operates for clients. solutions overview AI solutions, software services, consultancy https://itresearches.com/ai-software-solutions-services Custom AI software development: model R&D, productionisation, MLOps, monitoring, integrations, runbooks and operator training. AI software development custom AI software, MLOps, model deployment, AI integrations https://itresearches.com/artificial-intelligence-consultancy AI consultancy: feasibility, architecture, model selection, governance, AI Act readiness, vendor-neutral roadmaps and second opinions. AI consultancy · strategy · governance AI strategy, AI governance, EU AI Act, model selection, RAG architecture https://itresearches.com/big-data-processing Big-data engineering: streaming and batch pipelines, lakehouse, feature stores, data quality and lineage for AI workloads. data engineering · big data data engineering, lakehouse, streaming, batch, feature store, data quality https://itresearches.com/machine-learning-on-big-data Machine learning at scale on big-data platforms: distributed training, evaluation harness, monitoring, retraining cadence. machine learning · scale distributed training, MLOps, evaluation, monitoring, drift https://itresearches.com/image-processing-services Computer-vision pipelines: defect detection, classification, segmentation, OCR, video analytics — edge or cloud. computer vision · image processing computer vision, defect detection, OCR, segmentation, edge inference https://itresearches.com/predictive-analysis Predictive analytics: hierarchical forecasting, probabilistic models, causal inference, scenario planning. predictive analytics · forecasting predictive analytics, hierarchical forecasting, probabilistic forecasting, causal inference https://itresearches.com/demand-forecasting-planning SKU × store × week demand forecasting reconciled across hierarchies, integrated with promo, calendar and weather features. demand forecasting · S&OP demand planning, S&OP, hierarchical forecasting, promo planning, weather features https://itresearches.com/sales-forecasting-planning Sales forecasting and pipeline modelling — for revenue planning, capacity planning and territory design. sales forecasting · revenue planning sales forecasting, pipeline modelling, revenue planning, territory design https://itresearches.com/sentiment-analysis Multilingual sentiment and voice-of-customer NLP — review streams, support tickets, social, with topic and intent tagging. NLP · sentiment · voice of customer sentiment analysis, NLP, voice of customer, topic modelling, intent classification https://itresearches.com/knowledge-systems-design-artificial-intelligence-systems-design Knowledge systems: ontologies, knowledge graphs, retrieval-augmented generation (RAG), domain copilots with audit trails. knowledge systems · RAG · ontologies knowledge graph, ontology, RAG, retrieval augmented generation, domain copilot https://itresearches.com/other-solutions Adjacent services — bespoke research, AI audits, second opinions, training and capability transfer. adjacent services AI audit, training, capability transfer, second opinion https://itresearches.com/demonstrations Live demonstrations of internal prototypes — vision, forecasting, sentiment, knowledge systems. demonstrations · prototypes demos, prototypes, proofs of concept https://itresearches.com/research-center The IT Researches research centre: applied research themes, partnerships, publications. research centre applied research, research partnerships, publications https://itresearches.com/join-to-the-research-center How to join the research centre — for academics, industry partners and senior engineers. research partnerships · join research partnership, academic collaboration, joint research https://itresearches.com/business-partnership Business partnership and contact — book a discovery call with an engineer. contact · partnership contact, discovery call, partnership, sales https://itresearches.com/knowledge-base Topic-by-topic knowledge base for AI/AEO/GEO consumption: every IT Researches capability defined with entity relationships, related topics, canonical pages and short citation-ready summaries. knowledge base · glossary · entity graph knowledge base, glossary, entity graph, defined terms, topic map https://itresearches.com/blog Multilingual AI and smart-software blog in eleven languages with long-form, source-cited guides for general and expert readers. blog · AI · smart software · multilingual artificial intelligence, smart software, automation, AI governance https://itresearches.com/blog/ai-automation-home-services-enquiries-bookings A practical guide to automating home-service enquiries, with safe booking controls, realistic costs and tests that expose costly mistakes. blog · ai automation for home service businesses ai automation for home service businesses, smart software https://itresearches.com/de/blog/small-business-ai-invoice-automation-approval-controls Rechnungen mit KI verarbeiten, ohne die Kontrolle zu verlieren: Freigabegrenzen, sichere Architektur und eine ehrliche Kostenrechnung für kleine Betriebe. blog · KI-Rechnungsverarbeitung für kleine Unternehmen sicher automatisieren KI-Rechnungsverarbeitung für kleine Unternehmen sicher automatisieren, smart software https://itresearches.com/es/blog/ai-invoice-automation-erp-human-review Cómo automatizar facturas con IA sin perder el control: validaciones, revisión humana, integración con el ERP y cálculo del coste real. blog · cómo automatizar facturas con IA y revisión humana cómo automatizar facturas con IA y revisión humana, smart software https://itresearches.com/fr/blog/ai-customer-email-automation-controls Du message reçu au ticket créé, comment automatiser les e-mails clients avec l’IA sans perdre le contrôle des réponses, des données et des coûts. blog · automatiser les e-mails clients avec l’IA automatiser les e-mails clients avec l’IA, smart software https://itresearches.com/pt/blog/ai-quote-request-automation-with-price-controls Como transformar emails em propostas comerciais com IA, preços validados e aprovação humana: arquitetura, testes e custos para PME. blog · como automatizar pedidos de orçamento com IA como automatizar pedidos de orçamento com IA, smart software https://itresearches.com/zh/blog/safe-ai-agent-erp-procurement-reconciliation 让AI读懂发票并不难，难的是让它在订单、收货与财务系统之间可靠办事。本文以采购对账为例，拆解权限隔离、三单匹配、人工审批、重复写入防护和成本评估，说明企业如何把演示原型变成可审计、可暂停的生产流程。 blog · 采购对账AI智能体如何安全写回ERP 采购对账AI智能体如何安全写回ERP, smart software https://itresearches.com/fa/blog/persian-customer-support-ai-pilot چطور دستیار پاسخ‌گویی فارسی بسازیم که قیمت و موجودی را حدس نزند؟ راهنمای انتخاب ابزار، اتصال امن، سنجش خطا و محاسبه هزینه پیش از راه‌اندازی. blog · هوش مصنوعی برای پاسخگویی به مشتریان کسب و کار هوش مصنوعی برای پاسخگویی به مشتریان کسب و کار, smart software https://itresearches.com/ar/blog/choose-business-ai-course-with-invoice-assistant-project دليل لاختيار تدريب يتجاوز كتابة الأوامر: اختبر المنهج بمساعد فواتير، من جودة البيانات والصلاحيات إلى قياس الأخطاء والتكلفة قبل التشغيل. blog · كيف أختار دورة الذكاء الاصطناعي للأعمال كيف أختار دورة الذكاء الاصطناعي للأعمال, smart software https://itresearches.com/hi/blog/hindi-coaching-chatbot-fees-admissions-safety कोचिंग सेंटर के लिए हिन्दी AI चैटबॉट कब उपयोगी है? सही फीस, बदलते बैच, सुरक्षित छात्र डेटा और लागत जाँचने की व्यावहारिक मार्गदर्शिका। blog · कोचिंग सेंटर के लिए हिन्दी AI चैटबॉट कैसे बनाएं कोचिंग सेंटर के लिए हिन्दी AI चैटबॉट कैसे बनाएं, smart software https://itresearches.com/ru/blog/ai-invoice-processing-in-1c-with-safe-validation Как поручить ИИ разбор счетов, проверять реквизиты и суммы, безопасно создавать документы в 1С и считать реальную стоимость автоматизации. blog · как автоматизировать обработку счетов в 1С с помощью ИИ как автоматизировать обработку счетов в 1С с помощью ИИ, smart software https://itresearches.com/ja/blog/sme-ai-inquiry-response-review-workflow 問い合わせ返信をAIで速くしても、確認と修正に時間がかかれば効果は残りません。中小企業向けに、返信下書きの作り方から社内資料との連携、誤回答の評価、承認設計、費用対効果まで、実務で使える導入手順を解説します。 blog · 中小企業の問い合わせ対応にAIを活用するには 中小企業の問い合わせ対応にAIを活用するには, smart software