Software companies usually calculate their revenue based on how many employees use a tool. This is why you pay for 'seats' in a CRM or a help desk platform, regardless of whether that user is actually being productive or just logging in to check a notification.
Respond.io, a Malaysian startup that recently secured $62.5 million in funding, is moving away from that standard. Instead of charging per employee, they charge businesses based on the number of customer conversations handled by their AI agents—autonomous software programs that manage inquiries without human intervention.
Rethinking the billable unit
The math behind this model is straightforward: a business pays for the work actually performed by the software rather than the privilege of accessing it. Think of it like a public utility; you don't pay for the right to own a lightbulb, you pay for the electricity that flows through it. Because these AI agents can handle high volumes of messages simultaneously, the software vendor captures value as the client’s customer service volume scales upward.
For a business owner, this shifts the cost structure from a fixed monthly overhead to a variable operational expense. It creates a direct incentive for the technology to be effective, as the vendor only gets paid when the agent successfully processes an interaction. If you are building or buying software in the age of automation, consider whether your costs are tied to your human resource count or the actual output of your systems.
Liked this one? The next lands at breakfast.
Every story in tomorrow's AI news, rebuilt in plain English — five minutes, sources linked, free forever.
By joining you agree to receive Article's daily newsletter — unsubscribe in one click. Privacy