VBRO Technology
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AI chatbots, WhatsApp automation and workflow agents — See the reference architectures we deploy.

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AI & automation

AI Agent Development

Agents that do the task, with a leash.

An agent that can act is more useful and more dangerous than one that only answers. We build them with explicit tool permissions, spending and rate limits, and a full audit trail of every action taken.

How we scope it

We start by mapping the process as it actually runs, exceptions included, because the exceptions are usually why the packaged product did not fit. That produces a build order — what is costing you now goes first — and an estimate we are willing to be held to.

If the honest answer is that an off-the-shelf product would serve you better, or that this does not need building yet, we will say so. That conversation costs us a project occasionally and saves the relationship every time.

What is included

  • Tool use with explicit, scoped permissions
  • Approval gates on anything irreversible
  • Full audit log of actions and reasoning
  • Fallback to human when the task stalls

Locally

AI Agent Development by city

Need ai agent development?

Tell us what you are trying to achieve. We will tell you what it would take — including if we are not the right fit.

Where we work

582 cities across 19 countries.

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