OneBucket provides AI agents with direct, location‑independent access to enterprise data across cloud, on‑premise, and edge environments via native MCP and S3 integration, eliminating the need for data copying or rearchitecting.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises struggle to make AI models access the majority of their unstructured data because it is spread across multiple clouds, on‑premises systems, and edge locations. Moving or replicating petabytes of data to a central repository is costly, risky, and often violates compliance policies, causing AI projects to stall at proof‑of‑concept.
Solution
OneBucket provides a location‑independent data access layer that connects AI agents directly to any data source via native MCP and S3 interfaces, eliminating the need for data copying or re‑architecting. Built on the Adaptive Data Fabric™ architecture, it applies policy‑driven routing, intelligent caching, and adaptive movement to deliver instant retrieval with up to 200× lower query latency. The platform operates at multi‑petabyte scale while reducing data‑movement costs by up to 70 %. By exposing the full data estate, OneBucket enables production‑grade AI deployments, improves GPU utilization, and maintains end‑to‑end governance without compromising data sovereignty.
Target Audience
Primary customers are Chief Data/AI Officers, infrastructure leaders, and data executives in large enterprises that run AI/ML workloads across hybrid cloud environments and need compliant, cost‑effective data access.
Features
- Native MCP and S3 connectors that reach clouds, on‑premises storage, and edge devices without code changes
- Policy‑driven placement and adaptive movement to keep data where it is optimal for compute
- Intelligent caching and replication that make distributed data appear local, achieving up to 200× lower latency
- Multi‑petabyte scalability with up to 70 % reduction in data‑movement expenses
- Unified, policy‑based access control and audit logging for compliance across regions and regulators
- Seamless integration with AI agents (e.g., Claude) for live, instant answers from any data source