AI-powered OS for enterprise technology procurement and scaling
HyperFi is a stealth-mode startup building infrastructure for how enterprises buy and scale technology, using an AI-first architecture centered on agentic LLM pipelines and retrieval-augmented generation. The stack signals a data-engineering-heavy approach: Databricks + PySpark + Delta Lake for lakehouse management, LangChain/LangGraph for agent orchestration, and Gemini for reasoning — all pointing toward autonomous workflows that reason over structured supplier and procurement data. Hiring velocity is accelerating across engineering and data roles (14 posts in the last 30 days, mostly senior and lead level), with active focus on supplier onboarding and backend scaling, suggesting they're moving past prototype phase into production deployment.
HyperFi is a two-year-old startup (founded 2025) based in San Francisco with 2–10 employees, currently in stealth mode. The company is building an AI-powered operating system aimed at large, connected enterprises to streamline how they procure, integrate with, and scale technology vendors. The product architecture combines a data lakehouse (Databricks, Delta Lake, Unity Catalog) for ingesting and managing supplier and procurement datasets with agentic LLM systems (LangChain, LangGraph, Gemini) to automate onboarding workflows and reduce friction. The team is hiring aggressively (30 open roles) in engineering, data, and operations, with a preference for senior and lead-level candidates in the United States and Israel.
Python, PostgreSQL, GCP, Databricks, PySpark, LangChain, LangGraph, Gemini, Delta Lake, Temporal, React, Next.js, and RAG systems. The stack emphasizes data orchestration (Databricks, Delta Live Tables) and LLM-based agent pipelines (LangChain, LangGraph).
Agentic LLM pipelines, retrieval-augmented generation systems, supplier onboarding workflows, backend services, streaming/batch data ingestion, and integrations between internal systems and external platforms. Core challenges include scaling onboarding, managing unstructured data ingestion, and real-world agent behavior.
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