Lio is a primary example of specialized vertical agents in production. While much of the AI agent conversation focuses on horizontal capabilities, Lio demonstrates the value of a multi-agent system (MAS) applied to a specific, high-friction business process. They utilize a parallel processing model where different agents (Search, RFQ, Approval) coordinate to resolve a single user request, showcasing a sophisticated orchestration layer.
For builders in the agent ecosystem, Lio is a case study in enterprise-grade agent deployment. They tackle the common hurdles of agentic AI: ERP integration, policy compliance, and auditability. Their move from a simple assistant (askLio) to a multi-agent workforce (Lio) illustrates the broader industry trend toward autonomy and the displacement of manual operational tasks in the back office.
Lio represents a transition from AI as a chatbot to AI as a workforce. Founded in 2023 by Vladimir Keil, Lukas Heinzmann, and Till Wagner, the company focuses on the friction-heavy world of enterprise procurement. While traditional procurement software acts as a system of record that requires humans to input data and chase approvals, Lio is a system of action. It uses a multi-agent architecture where specialized agents handle distinct parts of the purchasing lifecycle, from vendor research to contract negotiation.
The company, formerly known as askLio, recently secured a $30 million Series A round led by Andreessen Horowitz. This capital injection marks a transition from a tool that helps procurement teams find information to one that executes tasks on their behalf. The core of their offering is the Agentic Workforce, a suite of specialized agents that include the Search Agent, RFQ Agent, and Approval Agent. These agents do not work in isolation; they function in parallel to process a single purchase request. When a user enters a request, the agents coordinate to research suppliers, validate terms, and manage the internal approval chain.
Lio addresses the problem of tail spend, the high volume of low-value purchases that typically bypasses rigorous procurement controls because manual oversight is too expensive. By automating these processes, Lio claims an 85% reduction in manual workload for its customers. This efficiency is not just about speed but about compliance. Because the agents are programmed with a company's specific procurement policies, they ensure that every purchase flows through a standardized path. The company reports an adoption rate of over 95%, suggesting that users prefer the agent-guided experience over traditional enterprise resource planning (ERP) interfaces.
The technical foundation of the platform is built on Microsoft Azure and is designed for deep enterprise integration. Lio is an official Microsoft partner, which allows it to sit within existing corporate architectures rather than existing as a disconnected silo. This integration is critical for enterprise sales, where security and data residency are non-negotiable. The company is ISO 27001 certified and GDPR compliant, hosting data within European Azure regions to meet strict regulatory requirements.
Market traction for Lio has been rapid. In less than three years, the platform has grown to serve over 150 enterprise clients and more than one million users. Notable customers include industry giants like Schaeffler and Bilfinger. Andreas Schick, COO of Schaeffler, has described the collaboration as a redefinition of the future of purchasing, citing the rapid progress and measurable outcomes of agentic AI.
Competitively, Lio sits in a space that was previously occupied by legacy procurement suites and newer, lighter-weight intake tools. While legacy players are attempting to add generative AI features, Lio’s advantage lies in its agent-first architecture. It is not adding a chatbot to a database; it is building a coordinator that treats the database as one of many tools. This distinction is the difference between a system that tells you what to do and a system that performs the task.
A multi-agent system that automates enterprise procurement end-to-end.
Lio is hiring