Camille Osei-Bonsu

Keep your RAG index fresh by crawling pages regularly into LangChain.

Extract industry classifications from website text using the right taxonomy and clean content.

Structured data extraction turns scattered website signals into reliable inputs for AI pipelines.

Extract company data from websites into CRM fields using JSON schemas.

Prevent stale data and overloaded sources with tiered caching and smart rate-limiting.

Dual-agent architecture moves retrieval offline to eliminate conversational pauses.

Stale summaries fail when source content changes, not when AI models hallucinate.

Continuous monitoring catches when cached web content drifts beneath AI systems that depend on it.

Keep competitor pricing and product changes visible in real time, not in quarterly snapshots.

Clean web content feeds vector databases better than raw HTML scraped in-house.

A managed API collapses web data pipeline setup from weeks to minutes.

Filtering and resolving work emails to build accurate company records without wasting API calls.

Automatically populate CRM records with fresh website data at signup.