Under the Hood: Technical Blueprint of a GenAI-Powered ESG Due Diligence Tool

This paper introduces the Client ESG Due Diligence Tool, an automated solution that evaluates sustainability risks and opportunities of working with clients, whatever the industry they operate in.

June 10, 2025 · 25 min read

Revolutionizing ESG Due Diligence: A User-Centric Overview of a GenAI-Powered Sustainability Assessment Tool

This paper introduces the Client ESG Due Diligence Tool, an automated solution that evaluates sustainability risks and opportunities of working with clients, whatever the industry they operate in.

June 9, 2025 · 8 min read

Speed vs. Control vs. Flexibility: A Technical Framework for AI Architecture Selection

This article introduces a structured framework for evaluating AI Models, AI Workflows, and AI Agents, emphasizing empirical selection principles based on operational constraints and industry-specific requirements rather than technological trends.

June 6, 2025 · 6 min read

Part 1: The Dual Impact of Communication: A Conceptual Framework for Understanding its Environmental Impact

This analysis examines how the communication sector contributes to 5% of French carbon emissions, distinguishing between direct impacts (production and distribution) and the more significant indirect effects on consumer behavior, offering a fresh perspective on communication's role in ecological transition.

May 22, 2025 · 9 min read

Counterfactual Explanations: Enhancing Machine Learning Transparency and Delivering Actionable Insights

Discover what counterfactual explanations are and how illustrating changes that lead to different model outcomes enhances transparency, fairness, and actionable decision-making in machine learning.

April 16, 2025 · 11 min read

MMM Opportunities of Using Causal Inference

Integrating causal inference into Marketing Mix Models transforms correlation-based marketing analytics into powerful decision engines that reveal the true impact of campaigns.

March 31, 2025 · 10 min read

How We Created Our First Talk-to-Data (Text-to-SQL) Application in Production

Delving into the R&D journey of creating a pioneering Text-to-SQL tool, exploring the intersection of data governance, business language challenges, and the semantic power of LLMs.

February 17, 2025 · 9 min read

Where LLMs still fail

An exploration of current limitations in Large Language Models (LLM) through concrete examples, revealing their surprising struggles with seemingly simple tasks.

November 25, 2024 · 10 min read

Optimizing Chatbot Performance: A Two-Phase Methodology for Enhanced Performance in HR Policy Responses

At Ekimetrics, we've tackled the challenge of ensuring the relevance and accuracy of chatbot responses by developing a cutting-edge chatbot system designed to navigate the complex landscape of HR policies.

October 15, 2024 · 9 min read