Mulholland offers an ontology‑driven operating system that unifies fragmented enterprise data into a single, queryable knowledge graph and layers AI agents to propose, execute, and monitor operational decisions.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise data is often scattered across multiple systems, mislabeled, and siloed, making it difficult to obtain a unified view of operations and to automate decision‑making processes.
Solution
Mulholland provides an ontology‑driven operating system that ingests data from disparate sources, normalizes it into a single, queryable model, and layers AI agents that can propose, execute, and monitor operational decisions. The platform captures business knowledge, encodes it in a structured ontology, and equips agents with memory, tools, and foundation‑model reasoning to act across contexts such as warehouse management, pricing, and communications. Agents operate within a secure, per‑client sandbox, proposing actions for human review and executing trusted tasks autonomously. All data remains encrypted at rest and never leaves the client’s isolated environment, with SOC 2 Type II compliance. The system connects to a wide range of third‑party tools via open standards, eliminating the need for migrations or new user interfaces.
Target Audience
Primary customers are mid‑size to large enterprises that operate complex, data‑intensive processes and seek to automate operational decisions while maintaining strict data security.
Features
- Ontology engine that consolidates fragmented data into a unified, queryable knowledge graph
- AI agents built on foundation models with contextual memory and tool integration for autonomous decision execution
- Secure per‑tenant infrastructure with zero open ports, encrypted storage, and sandboxed execution
- Integration connectors for over 20 common SaaS platforms (e.g., Shopify, NetSuite, Salesforce, Slack, Snowflake)
- Human‑in‑the‑loop workflow where agents propose actions and await trusted approval before execution
- Real‑time stream processing that transforms PDFs, emails, contracts, and chat threads into structured data
- SOC 2 Type II certified environment ensuring compliance and data protection