Ekimetrics

Implementation. Builds econometric marketing models and deploys planning tools to inform investment across markets and brands. The Accor engagement includes One.Vision deployment, user training and ongoing program support. This establishes analytics implementation, but does not by itself establish machine-learning delivery or a managed-service SLA. ^[3]

Implementation. Provides AI-supported predictive modeling for demand forecasting, uncertainty assessment and scenario simulation. The commercial offering also covers assortment evaluation and store-network or distribution modeling to inform investment decisions; it should not be read as physical logistics implementation. ^[5]

Advisory. Helps identify AI use cases, estimate implementation effort and secure executive alignment around a delivery roadmap. A tourism-sector engagement documents a three-year AI development plan, separately from the subsequent technical implementation. ^[1]

Implementation. Develops bespoke machine-learning lead scoring and integrates the resulting solution into CRM and call-center systems. The documented tourism engagement also included supporting data-lake improvements and training, connecting model development with operational adoption. ^[1]

Implementation. Develops predictive models and formulation recommendations for chemists using machine learning and Design of Experiments. A beauty-sector engagement includes a digital testing workflow, UX/UI work, cloud data processes, an industrialized data lake and field training. The evidence does not identify a cloud provider or ML framework. ^[6]

Implementation. Assesses documentation, prepares source material, prototypes Q&A chatbots, runs staff testing and deploys within a customer’s Azure environment. The documented engagement distinguishes one deployed chatbot from four additional proofs of concept; no particular foundation-model vendor is established. ^[7]

Implementation. Builds natural-language interfaces for exploring data, comparing metrics and producing charts or map-based analysis. A plastic-waste application documents AI agent integration and adjustment to user intent, but does not specify whether this involved model-weight fine-tuning or application-level tuning. ^[8]

Implementation. Implements AI platforms integrated with existing information and operational systems. The Getlink case documents predictive maintenance using automated weak-signal analysis. Remote diagnostics, spares optimization and a procedure-based RAG assistant are described as roadmap extensions, not established completed deployments. ^[2]

Implementation. Deploys the proprietary ESG Copilot solution to estimate environmental impacts and generate recommended actions using machine learning and generative AI. A French-bank case establishes customer implementation rather than software description alone, although licensing and support arrangements are unspecified. ^[9]

Software product. Provides a shared decision environment connecting marketing, pricing, portfolio, sales and capital-allocation choices through common models and governance. This is a product offering; platform access alone should not be treated as evidence of consulting or implementation services. ^[4]

Research. Conducts research covering forecasting, generative AI, multimodality, optimization, responsible AI and MLOps, with scientific publications and open-source libraries. These research activities do not independently establish purchasable implementation services in each subject. ^[10]