AI-Powered agentic trend reporting analysis
Intelligent trends platform with research-level analysis and insight reports.
Foresight Factory, a leading consumer predictions specialist needed to help clients better discover, digest and act on the extensive data and content available in Collision - their Dynamic Trends Platform, also developed by Spydr.
Our phased approach, from R&D for intent signal processing to rapid prototyping, created a dynamic research framework leveraging diverse data and NLP tools. The result is a refined experience that helps clients explore rich consumer predictions data and make confident business decisions.
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Problem:
Foresight Factory, a leading consumer predictions specialist needed to help clients better discover, digest and act on the extensive data and content available in Collision - their Dynamic Trends Platform, also developed by us.
Solution:
We developed an AI-powered Agentic Trends Analyst enabling users to interact with an intelligent agent to create and interrogate research-level analysis and insight reports. By leveraging the latest AI and machine learning technologies we’ve built a multi agent system capable of interrogating content and data based on the nuance of user queries. GraphRAG, prompt engineering, fine-tuning, guardrails and a comprehensive validation and observability framework supports continued performance optimisation through human-in-the-loop feedback mechanisms.
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Results:
Powerful Insights and productivity: Speed and accuracy of insights generation and has enabled users to discover business and sector relevant trends and patterns boosting productivity and foresight.
Unlocking value: Combining insights across the entire content ecosystem has led to increased dwell time on content and sharing of previously hard to discover content.
Increased revenue opportunities: Providing internal consultant teams with in depth insight and analysis to support their consultancy work with client teams delivers continued value add work.
Client satisfaction: Providing clients with natural language search and report generation has led to increased engagement and reduced churn on the platform.
"The Spydr team are excellent to work with – they are innovative, collaborative and give time to understanding our customer."