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