A five-stage intelligence pipeline for discovering newly opened businesses using CatchAll, validation, enrichment, deduplication, routing, documentation, and demo video.
Understanding transaction ID wraparound, vacuum strategy, and long-term prevention.
Using concurrency to improve scraping throughput and product data collection.
Live event monitoring with APIs, backend services, AI summaries, and visual interfaces.
I reduce the distance between your products and the people and AI agents that use them.
Grounding LLMs and AI agents using live web retrieval.
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