Toptal builds AI platform for real-time market and policy insights for energy company.
An energy company partnered with Toptal to build an AI-powered intelligence platform that automated industry research and transformed energy news into searchable, actionable insights.
Client
A Canada-based energy company tracking market and policy developments across the energy industry.
Industry
IndustrialsDelivered Services
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The company relied on manual searches, RSS feeds, and newsletters to track a high volume of energy industry developments, which required analysts to spend hours filtering information and made historical research difficult.
Solution
Automated Intelligence Pipeline
Toptal built an AI-powered pipeline that scraped multiple energy sources and automatically filtered, clustered, and summarized news into structured daily intelligence reports.
Searchable Energy Intelligence
Toptal developed a chatbot powered by retrieval-augmented generation (RAG), using LanceDB and OpenAI models, enabling users to query current and historical energy news and receive date-specific answers with source citations.
Outcome
Fully Automated Processing
The AI-driven pipeline revolutionized operations by eliminating manual aggregation and achieving 100% automation of scraping and filtering, delivering significant efficiency gains.
Faster Research
The new system reduced the time needed to find historical market developments and policy information from hours to seconds, giving stakeholders faster access to verifiable intelligence.
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