MilkAI designs and deploys autonomous AI agent fleets that run business operations 24/7 on customer-owned infrastructure. Its flagship product, ClawBot, packages a coordinated team of 10+ AI workers with a four-layer memory system for under $80 per month, replacing single-prompt chatbots with a resilient, multi-agent workforce. The platform emphasizes distributed intelligence, where specialized agents collaborate over shared memory layers to handle complex workflows.
Funding
Funding not disclosed
Founders
Product
Problem
Businesses relying on single-prompt AI chatbots face significant limitations in handling complex, multi-step workflows, often resulting in weak performance and a lack of scalability. Meanwhile, existing enterprise agent platforms are prohibitively expensive, costing $800-1000 per month, and are not designed to operate autonomously on a company's own infrastructure, creating a gap between cost and capability.
Solution
MilkAI provides a service to design and deploy custom autonomous AI agent teams, or fleets, that run 24/7 on a client's own infrastructure. Instead of a single bot, MilkAI creates a specialized swarm of agents—such as Researchers, Executors, and Critics—that communicate over internal memory layers to handle complex tasks. This distributed intelligence approach is more robust and scalable than a single large language model prompt. The flagship product, ClawBot, productizes this into an affordable "agent army" of 10+ coordinated AI workers for small businesses, offering significant token savings and full-time autonomous operations.
Target Audience
Primary customers are small to medium-sized businesses seeking to automate complex workflows without the high cost of enterprise platforms, as well as larger organizations looking to deploy custom, autonomous AI workforces on their own infrastructure.
Features
- Deploys a specialized swarm of AI agents (e.g., Researcher, Executor, Critic) that collaborate on tasks, moving beyond single-prompt interactions.
- Utilizes a 4-layer memory system (context, episodic, semantic, archival) for persistent context and knowledge retention across interactions.
- Operates 24/7 on the customer's own infrastructure, ensuring data control and integration with existing systems.
- ClawBot product offers a coordinated team of 10+ AI workers at a fraction of the cost of traditional platforms, with reported 97% token savings.
- Includes a live agent stream for real-time monitoring of agent actions and decision-making processes.