Most AI automation pricing looks simple until Finance asks one question:
"What will this cost us next month?"
For a lot of AI vendors, the honest answer is: it depends. Tokens. Consumption tiers. Overage charges. "Fair use." And a month-end bill that is hard to forecast.
That uncertainty is not a detail. It is the reason many automation projects never make it past pilot.
Duvo takes a different approach.
The real problem with AI pricing is not price. It is uncertainty.
If you sell to enterprise, you have seen it:
- A team loves the demo.
- A champion wants to move fast.
- Then procurement and finance step in.
And suddenly the conversation is not about outcomes. It is about risk.
Token-based pricing creates token anxiety: people hold back usage because they cannot predict spend. Teams avoid scaling because the marginal cost is unclear. CFOs push back because there is no clean model to forecast.
At Duvo, we keep it nice and simple: No token bills, no usage surprises, one predictable subscription." That is not a nice-to-have in 2026. It is a differentiator worth leading with.
Duvo pricing: capacity cap, not an open meter
Duvo is built for long-running processes that break across messy enterprise stacks: ERPs, supplier portals, inboxes, spreadsheets, phone calls, systems with no API.
So we price it in a way that matches how real operations teams think:
- Your subscription caps capacity.
- You get a predictable amount of execution per month.
- You do not get month-end surprises because a workflow ran more often than expected.
The point is not to be "cheap." The point is to be forecastable.
You are not buying "AI." You are buying closed outcomes.
A lot of tools sell automation as an "agent that tries." Duvo sells automation as work that gets finished.
When Duvo runs a workflow end-to-end, the definition of done is concrete:
- Systems updated
- Write-backs verified
- Evidence attached
- Audit trail kept
Duvo work is not "suggestion" It is closure of real work you can rely on.
That is why predictable pricing matters: it gives your team permission to scale the thing that actually drives value.
The simplest ROI math: anything over one human minute
Break-even with Duvo is anything that takes more than one human minute to execute manually.
If a workflow takes 30 minutes, 60 minutes, or multiple days of back-and-forth across systems, you do not need complicated token spreadsheets to justify automation. You need a stable unit model.
One of the cleanest ways we describe it in sales is to translate subscription into a tangible unit cost.
For example, instead of "€1,200 per month," say:
- You pay around €0.24 per run (at 5,000 runs per month).
- If the process takes an hour today, ask: what is €0.24 compared to an hour of someone's time?
This is what "predictable automation" looks like in practice.
Why predictability helps you scale
Transparent pricing is not only part of our core value proposition. It changes how you can scale Duvo across your operations.
When teams trust the bill, they do three important things:
1. They run more workflows. They stop rationing.
2. They automate higher-stakes processes. Because the cost model is stable.
3. They build business cases faster. Because Finance can forecast from day one.
This matters even more in our category.
Duvo does not live in a clean-stack world.
We run the hard stuff: long-running, cross-system processes where humans are currently the glue. That is where the upside is big, but where risk tolerance is low. Predictable pricing removes a major adoption barrier.
Transparent pricing is part of the "hard automation made simple" promise
We are not like other automation tools that help you connect the modern systems "Notion + Slack + Gmail." We automate what other tools cannot touch: the messy stacks, the portals, the legacy systems, the edge cases, and the last mile.
Predictable subscription, no token bills, no surprises.
Closing
If you are evaluating AI automation for real operations work, here is the question that matters:
Can you confidently forecast the spend, scale usage, and still get enterprise-grade outcomes?
Duvo is designed for that.
