by Ken Koski | Oct 23, 2024
Tickr’s Dynamic Hierarchical Product Categorization offers CPGs and retailers a scalable, AI-powered solution that automates the task of categorizing products across evolving categories, significantly reducing manual effort and operational costs. Utilizing Tickr-LLM-base and Tickr-LLM-fine-tuned, the system achieves up to 98.1% accuracy, outperforming leading models like GPT-4o and Claude Sonnet 3.5. This superior performance enables businesses to streamline processes, enhance efficiency, improve downstream data science applications and reducing time spent on maintenance.
by Michael Gou | May 3, 2024
At Tickr, we enhance the data science life cycle using large language models (LLMs). We develop a solution, Generative Predictor Search (GPS), which integrates LLMs to improve the accuracy and efficiency of time series forecasts and provides intuitive interpretations of influential factors on forecasted variables. This approach not only reduces forecasting errors by 15.6% compared to naive univariate autoregression models but decreases run time by 13 times, establishing GPS as a leading solution in explainable forecasting.
by Sam Kahn | Feb 9, 2024
This article delves into the critical aspects of Security & Data Management and Choosing the Right AI Partner for CPGs looking to adopt AI. We emphasize the importance of safeguarding data with robust security measures and selecting an AI partner with deep domain expertise, experienced in building tailored AI solutions, and a forward-looking approach to AI, data science, and technology. Tickr is positioned as a leader in integrating Generative AI and Data Science into the CPG industry, offering secure, customized, and scalable AI solutions to drive strategic decision-making and operational efficiency.
by Sam Kahn | Jan 19, 2024
Integrating Generative AI and Data Science is pivotal for innovative decision-making and enhanced market understanding. This empowers CPGs with capabilities like predictive analysis, explainable forecasting, and efficient data-driven strategies through AI assistants. However, it’s crucial to understand the nuances of data sourcing, the distinct roles of Generative AI versus Data Science, and the importance of choosing the right data providers. Tickr’s expertise highlights the transformative potential of these technologies in CPG operations, offering a roadmap for effective and responsible adoption.
by Sam Kahn | Oct 26, 2023
Tickr’s Marketing Causal Impact Analysis uses state-of-the-art machine learning to extract the true effect of a marketing campaign on sales, ROI, or any business metric relevant to our customers. This empowers them to make confident and better marketing decisions that lead to increased sales or ROI.
by Sam Kahn | Sep 12, 2023
Large language models (LLMs) are revolutionizing and automating the field of data analysis & knowledge-intensive tasks. The realm of Consumer Packaged Goods (CPG) is ripe for large transformational gains leveraging large language models. In this study we run a double-blinded experiment to assess the transformational capabilities of LLM systems.
