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OmniSmart
smart_toy Automation with open assumptions

Does the AI Agent return enough capacity to justify the investment?

Estimate resolved interactions, hours returned, equivalent capacity, net benefit, payback, and ROI. Costs and rates are provided by you — no hidden prices or productivity.

visibility Full resulttune Editable costsverified Capacity, not a promise of cuts
Operations, automation, and investment

Set up the AI scenario

Use a sample of interactions to estimate eligibility and resolution before projecting the entire operation.

neurology
contacts
people
min
%
Within the scope authorized for automation.
%
Share of eligible interactions completed without human handoff.
R$
Salary, benefits, and directly attributed costs.
h
R$
R$
months
infoHours returned represent potential capacity. They can absorb growth, reduce queues, or free up higher-value tasks; they do not automatically mean headcount reduction.

Notice: This tool is a simulation, not a commercial proposal or guarantee of savings. Data quality, integrations, supervision, consumption, deployment, exceptions, and maintenance may alter costs and results.

account_tree Value model

ROI starts with what can be safely resolved

Automating everything is not the premise. The calculation cross-references eligibility and resolution to consider only interactions within the scope that the AI could complete.

1

Define the scope

Classify intents, data sources, allowed actions, exceptions, and handoff moments.

2

Convert resolution into hours

Resolved interactions × human AHT shows the potential capacity returned to operations.

3

Compare with investment

The value of capacity is compared with deployment and monthly fees over the chosen horizon.

Questions about AI ROI

How to measure eligible interactions?expand_more
Classify a real sample by intent. Exclude high-risk decisions, cases without a reliable source, exceptions without a rule, and situations that necessarily require a person.
What counts as resolution by AI?expand_more
The interaction must end with the intended task completed within the approved scope. Simply responding before transferring does not necessarily equal resolution.
Why use full cost per person?expand_more
Because salary alone underestimates the value of operational hours. Use the components your company actually assigns to the team and keep the methodology consistent.
How to interpret negative ROI?expand_more
The reported financial scenario does not yet cover the investment within the chosen horizon. Review volume, scope, resolution, costs, and benefits not included in the calculation, without inflating assumptions to force a positive result.