AI/ML Solutions
AIBenchmarkingEngine
AI-powered benchmarking platform that serves as a lead magnet — clients enter their data and benchmark performance across industry peers.
PythonFastAPIAWSOpenAIPostgreSQL
3x increase
leads
10K+
benchmarks
12+
industries
The Challenge
Financial services firm needed a scalable way to attract qualified leads while gathering valuable market data. Their existing outreach was manual, expensive, and yielded inconsistent results.
Our Solution
Built an LLM-agnostic benchmarking engine with Python, FastAPI, AWS, and OpenAI integration, deployed alongside their legacy stack. The platform ingests client data, runs it against anonymized industry benchmarks, and delivers instant performance insights.
Results
- 3x increase in qualified leads
- 10K+ benchmarks completed
- Self-sustaining lead generation cycle
- Seamless integration with legacy infrastructure
“This platform completely changed how we think about lead generation. Instead of chasing prospects, they come to us — and they arrive already engaged with our data.”
VP of Strategy
Financial Services Firm
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