Data science & AI
Unlock the power of advanced analytics and AI with our team of experts.
Michal Ambler
Head of Data Science & AI
We specialize in designing and implementing tailored AI solutions that align with your unique business goals. Our approach bridges the gap between technical expertise and real-world business priorities, helping organizations confidently navigate the ever-evolving AI landscape.
Areas of expertise
AI strategy
Harness AI’s full potential with our business-first, strategic approach. We help organizations integrate AI seamlessly, ensuring every solution aligns with their objectives. By assessing your business needs, IT landscape, and potential use cases, we craft a clear AI implementation roadmap.AI isn’t just about generative AI and large models—sometimes, smaller, cost-effective solutions are the perfect fit. With years of experience in ML/AI solution delivery, we guide you through the entire process, ensuring measurable results and avoiding unnecessary hype.
Example Project:
For a major energy company, we delivered a strategic AI initiative across all departments. Our team mapped the AI landscape, identified 30+ high-value use cases, and designed an implementation roadmap, addressing risks, governance, and buy/build decisions.
Marketing Optimalization Solutions
Data-driven marketing is the key to maximizing campaign impact. Our AI-powered marketing optimization solutions help businesses analyze historical data, identify the next best offers for individual clients, and deploy optimization algorithms to enhance conversion rates, revenue, or other key metrics.
Example Project:
We partnered with an international financial institution to develop a full-scale marketing optimization tool on AWS, integrating both back-end and front-end components for seamless automation.
Time Series & Demand Forecasting
Our time-series modeling solutions leverage advanced AI models, such as Temporal Fusion Transformer, to deliver precise demand predictions for granular data. Designed to be cloud-based and scalable, our solutions can also be deployed on-premises.
Example Project:
For an energy retailer, we developed an AI-powered forecasting model that significantly improved day-ahead electricity consumption predictions, reducing costs related to market deviation penalties.
AI-Based Specialized Assistants
AI-powered assistants transform business operations by automating tasks, providing insightful support, and improving efficiency. Our solutions connect to specialized knowledge bases, streamlining workflows and allowing teams to focus on high-impact activities.
Example Project:
We developed a chatbot specializing in accounting methodologies and financial processes, helping a large accounting department save significant time by automating information retrieval and comparison.
Document Mining & Intelligent Data Extraction
Extract valuable insights from unstructured data with our AI-driven document mining solutions. Whether it’s legal contracts, compliance documents, or complex reports, our approach combines NLP and LLM-based models to automate data extraction, classification, and analysis.
Example Project:
We built a cloud-based tool to process 7,000+ contracts, extracting key metadata and identifying critical legal clauses. This enabled the client’s legal team to validate manual work efficiently and automate document categorization.
Hello i’m Michal!
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Transform Your Business with AI
Our expertise spans multiple industries, delivering AI and analytics solutions that drive tangible business value. Whether you’re looking to develop a strategic AI roadmap, optimize marketing efforts, enhance forecasting accuracy, or automate document processing, our team is ready to help.
