Monitoring & operations

Go-live is where the real work begins.

A live agent needs operating like any other business-critical system. We make visible what it does, what it costs and how well it performs.

What we keep an eye on in operation.

  • Logging

    Every run is logged with its inputs, tool calls and results.

  • Audit trail

    Decisions, actions and approvals are traceable for the business, IT and audit.

  • Runtime monitoring

    Errors, latency and failed system calls are detected before they hold up the process.

  • Cost control

    Model and infrastructure costs are made transparent per agent and per process.

  • Evaluation

    We continuously check decision quality against defined test cases and real outcomes.

  • Human-in-the-loop metrics

    How often does the agent escalate, and how often does a person correct it? That shows where it needs to improve.

Order Agent. Detects won opportunities in Salesforce, creates the SAP sales order and confirms to the customer.

Interactive visualization showing an AI agent coordinating an order process across Salesforce, SAP and Microsoft systems.
Secure execution

Order Agent

Ready

Ready
  1. Salesforce

    New opportunity · ACME GmbH · € 84,500

    (pending)
  2. Order Agent

    Context loaded · business rules evaluated

    (pending)
  3. SAP S/4HANA

    Sales order #104872 created

    (pending)
  4. Salesforce

    Stage: Proposal → Closed Won

    (pending)
  5. Microsoft

    Confirmation sent to purchasing@acme.de

    (pending)
  6. Completed

    8 actions · 0 manual handovers · fully logged

    (pending)
Monitoring · waiting for activity…

Continuous improvement.

For us, operations doesn’t just mean the agent keeps running – it means it keeps getting better.

  1. Observe

    Monitoring and logs show how the agent performs in practice.

  2. Assess

    Evaluation and feedback from the business reveal weak spots.

  3. Adjust

    Rules, prompts, tools or approvals are refined where needed.

  4. Safeguard

    Changes are tested against the test cases before rollout.

Operations that fit your IT.

We don’t hand over an agent and disappear. Together we agree who monitors what, who responds to errors and how changes are approved – whether we run it for you or enable your team.

What we agree together

  • Responsibilities across the business, IT and voluro
  • Alerting and error handling
  • Approval process for changes to rules and prompts
  • Regular reviews of quality and cost

Operations FAQs

How do we know if an agent is getting worse?

Through ongoing evaluation and human-in-the-loop metrics. If corrections or escalations rise, it shows up before it becomes a problem.

What does an agent cost to run?

That depends on process volume, model choice and architecture. We make the cost per agent transparent and optimise it in operation.

Who runs the agent after go-live?

That’s your call. We can run it for you, shape operations together with your team, or enable your IT to run it themselves.

Read on

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