Why Copado Chose Paid to Prove the Value of Their AI Agents

The shift from SaaS to agentic AI isn't just a product change. It's a pricing problem.

When Tango by Copado transitioned their robotic testing platform from a seat-based model to agentic AI, they faced a fundamental challenge: how do you price something when the value being delivered has completely changed? Seats made sense when humans were doing the work. But when AI agents are running tasks, tracking outcomes, and saving thousands of hours, charging by seat tells customers nothing about what they're actually getting.

Copado needed a platform that could answer a deceptively hard question: what is my AI workforce actually worth to my customers?

That's a question only Paid can answer.

The Challenge

Tango needed a pricing model that could do four things at once:

• Track all tasks, outcomes, and costs produced or consumed by their agents
• Translate that activity into clear value elements: time saved, cost saved, risk avoided
• Package that value into a credit-based model that gave customers predictability
• Drive ARR growth by demonstrating daily value delivery and building a compelling upsell story

This isn't a simple billing problem. It requires infrastructure that understands agent work at a granular level and surfaces it in a way that both the vendor and their customers can act on.

How Paid Solved It

Paid ingested all usage and AI signals from the Tango platform and mapped them to the value elements that matter most to Copado's customers: human value equivalent, cost savings, and risk avoided, for every AI signal and every task.

From there, Paid designed a credit model built for growth: a platform fee with 25,000 inclusive credits, plus five upgrade packages with bonus credits. GTM packaging followed a clean S/M/L/XL/XXL structure, giving the sales team a natural upsell motion tied directly to consumption.

The result is a monthly certified value receipt showing customers the exact impact their AI workforce delivered. In one example, that figure exceeded $3M in a single month — a number that changes the conversation from cost centre to strategic investment.

Why Copado Chose Paid

No other platform connects agent activity to business value in a single, certifiable view. Copado's customers aren't just buying software; they're buying outcomes. Paid makes those outcomes visible, measurable, and provable.

As Rafael Santini, SVP at Copado, put it:

"Paid is the only solution that maps agent work to revenue, value delivered, and cost of delivery in a single platform, imperative for showing customers the value they get from our DevOps agents."

For any AI company serious about retaining and growing customers, that proof of value isn't a nice-to-have. It's the product.

Interested in designing a credit model for your AI product? Talk to the Paid team.