Capacity wants a company's customer-service tools to work from the same information, whether a customer calls, sends a message or asks a question on a website. The St. Louis software company announced more than $54 million in Series E funding on September 2. Its buyers are organizations running support operations that need both automated responses and help for their human service teams.

The product goes beyond a chatbot that retrieves frequently asked questions. Capacity says its chat agent can create a support ticket, update a customer record and start a workflow in connected business systems. A customer could begin with a routine question, then reach a person if the issue needs judgment. The company's product documentation says that handoff includes the conversation history and information already collected, so the support employee has context.

Capacity makes money through an annual platform subscription plus usage charges and optional additions. Its published pricing structure charges for chat and email responses, voice minutes and SMS messages; tools that guide human agents and analyze conversations are priced by agent time. That makes the commercial model sensitive to both how many service channels a customer adopts and how much work flows through them, rather than simply the number of chatbot licenses sold.

A shared store of company knowledge is central to the approach. In a May 2025 customer story, Microsoft described Capacity's Answer Engine retrieving information from documents and other internal material. One example involved a condiment manufacturer finding an existing study about changing a product's thickness without adding sugar. The example illustrates information retrieval, not AI conducting the research itself. The same foundation can help employees locate policies or background material when handling unfamiliar questions.

Founded in 2017 by David Karandish, Capacity says it passed $100 million in annual recurring revenue in June. ARR is an annualized recurring-business measure, not a statement that the company booked that amount of revenue during June or a completed financial year. The financing announcement names Kathy Ireland as a lead investor and puts cumulative funding above $159 million. It does not disclose a valuation.

The new capital supports product development, customer-success teams, integrations and international expansion. Captables' read: the operating bet is that support leaders will buy a connected system instead of assembling more separate AI tools. The test is whether Capacity can make that consolidation easier while preserving useful human handoffs. Funding supplies room to expand; repeatable service improvements and continuing customer adoption will determine whether the broader platform earns its place.