Transforming Millions of Dollars In Secondary-Research Investments Into Actionable Business Insights
How a consumer electronics giant leveraged RAG and LLMs to unlock the full potential of investment in secondary research libraries for rapid business impact.
Our Client’s Challenge
A globally recognized leader in consumer electronics, our client is one of the world's most innovative brands and invests heavily in research to maintain a competitive edge and stay on top of rapidly changing consumer preferences.
Despite significant investment, their research team found it difficult to collect, analyze, and disseminate this research—to fully capitalize on its value—and to distill the much-needed insights quickly enough to stay ahead of today’s evolving consumer and business demands.
Key Objectives
- Manage sheer volume of data: Overcome challenges posed by the massive volume of unstructured data for efficient analysis.
- Automate exploration: Reduce manual effort by using machine learning to automate data analysis.
- Accessibility and reach: Improve the accessibility, distillation, and distribution of insights across the enterprise.
- Leverage investment and enhance ROI: Flexible solutions that optimize the use of secondary research data to extract more value and deliver actionable insights across the enterprise.
The AI Collaborator Solution
Following a comprehensive discovery process to evaluate data structure, quality, and potential AI solutions, culminating in a detailed project roadmap, AIC then developed and deployed an AI-powered platform that unified resources and incorporated the following:
- Advanced Large Language Models (LLM)
- Automated Unstructured Data Ingestion
- Retrieval-Augmented Generation (RAG)
- Responsible AI: Ensures ethical, secure, and privacy-compliant development
Our Client’s Results
The platform transformed the client's workflows, reducing research deployment time from up to a week to just minutes!
Key features of our solution include unified search, automated summarization, Q&A capabilities, trend detection, and an administration dashboard for platform management. Some highlights of the deployment included:
- Summarizing 120-page reports into slide presentations in under 3 minutes
- Streamlining vendor interactions and enhancing team productivity
- Unlocking the full value of external data investments for critical decision-making
Client Testimonial
“The AI Collaborator team brought deep expertise, professionalism, and enthusiasm to their work. They partnered closely with our team to ensure we felt confident every step of the way.”
— Senior Research Analyst
