---
title: "AI agent analytics: delivery and cost"
description: "See how many Tasks your agents complete each day, follow any Task step by step, and read model spend by provider and model."
lang: en
lastUpdated: 2026-10-23
url: https://duale.ai/en/product/usage-analytics
---

<Hero
  eyebrow="Usage analytics"
  title={
<>
  AI agent analytics that show <AccentText>what your agents deliver, and what it costs</AccentText>
</>
}
  subtitle="See how many Tasks your agents complete each day and how many succeed. Follow any Task step by step, and read model spend by provider and by model. Then choose your next model or use case from your own results."
  primaryCta={{ label: "Plan your first use case with us", dialog: "contact" }}
  secondaryCta={{ label: "See Task pricing", href: "https://duale.ai/en/product/pricing.md" }}
/>

<Section title="Questions your weekly review can answer" subtitle="The answers come from the Tasks your agents already run, with nothing to add to your applications.">
  <CardGrid columns={3}>
    <Card title="What did your agents deliver?" icon="check">
      Completed and successful Tasks for each day, across your organization or for one agent.
    </Card>

    <Card title="How did a Task reach its result?" icon="eye">
      Every step of a Task, with the models and Tools it used, its duration and its model cost.
    </Card>

    <Card title="Which Tools can your agents count on?" icon="layers">
      The success rate of each Tool and each MCP server your agents call.
    </Card>

    <Card title="What does each model cost?" icon="bar-chart">
      Model spend by provider and by model. The Duale AI price of each Task stays fixed.
    </Card>

    <Card title="Which model fits the work?" icon="rocket">
      LLM Coach compares the models in your pool on the skill the work needs, on time per Task and on cost.
    </Card>

    <Card title="Who can read the figures?" icon="person">
      You grant read access by permission, so finance, team leads and reviewers see the same figures.
    </Card>
  </CardGrid>
</Section>

<Section title="Open any Task and see where its time and spend went" subtitle="When a team asks how a result was produced, the Task shows its path step by step.">
  Spot the step that failed, ran long or cost the most, down to the Tool it called. [See how you connect your
  systems](https://duale.ai/en/product/tools.md).
</Section>

<Section title="Choose models with your own evidence" subtitle="Your Tasks show where another model would help. LLM Coach puts the candidates side by side.">
  Enable the candidate that fits and follow next week's success and spend in the same views. [Model
  routing](https://duale.ai/en/product/model-routing.md) then runs each part of the work on a model you enabled. [See the evidence behind
  each skill](https://duale.ai/en/docs/model-routing/task-capabilities.md).
</Section>

<Section title="Read each cost on its own line" subtitle="Budget the Duale AI line in advance, and follow model spend Task by Task.">
  Your Duale AI line is the number of Tasks times their fixed price, standard or fast. Your providers invoice model
  spend directly, and Usage analytics breaks it down by provider and by model. [See Task pricing](https://duale.ai/en/product/pricing.md).
</Section>

<Section title="Decide the next rollout from one Monday review" subtitle="An illustrative example: your platform team checks last week's after-call reviews before a second team starts.">
  ```mermaid
  flowchart LR
      accTitle: From delegated work to the next rollout decision
      accDescr {
        Your teams delegate Tasks. Your agents deliver results. Usage analytics
        shows what the Tasks delivered and what they cost. You choose the next
        models and use cases, and your teams delegate the next Tasks.
      }

      Delegate["Your teams delegate Tasks"]
      Deliver["Your agents deliver results"]
      See["Usage analytics shows results and cost"]
      Choose["You choose the next models and use cases"]

      Delegate --> Deliver --> See --> Choose --> Delegate
  ```

  The platform team runs [after-call reviews for customer service](https://duale.ai/en/use-cases/customer-service.md), one Task per
  technical support call. It plans to open them to the sales team. On Monday morning, Usage analytics shows:

  1. **Tasks.** The after-call review agent completed 4,200 Tasks last week. Successful Tasks dipped on Thursday.
  2. **One Task.** A Thursday Task shows the failed step: filing the call wrap-up through the ticketing Tool.
  3. **Tools.** The ticketing MCP server's success rate fell during Thursday's maintenance and recovered on Friday.
  4. **Cost.** Each Task shows its model spend, by provider and by model.
  5. **LLM Coach.** A faster model in the pool scores as well on the skill the work needs, so the team enables it.

  **Decision.** On Tuesday, the sales team gets its own review agent with its own quality grid. Next Monday's review
  compares both agents.
</Section>

<Section title="See what each use case delivers" subtitle="Usage analytics follows the work each team hands over.">
  <CardGrid columns={2}>
    <Card title="Sales" icon="file-text" href="https://duale.ai/en/use-cases/sales.md">
      See how many questionnaire Tasks succeed each week, and open any of them to read its path.
    </Card>

    <Card title="Due diligence" icon="globe" href="https://duale.ai/en/use-cases/finance/due-diligence.md">
      Follow each due diligence Task branch by branch in the Dashboard Task view, and read what each model cost.
    </Card>

    <Card title="Customer service" icon="chat-bubble" href="https://duale.ai/en/use-cases/customer-service.md">
      Count the after-call reviews your agents complete each day, and read each one's model cost, before you open the
      work to another team.
    </Card>

    <Card title="IT and security" icon="lock-closed" href="https://duale.ai/en/use-cases/it-and-security.md">
      Follow each alert's Task step by step, from the Tools each branch called to its model cost.
    </Card>
  </CardGrid>
</Section>

<Section title="Before you read your first figures">
  <CardGrid columns={3}>
    <Card title="One fixed price per Task" icon="check">
      A standard Task costs €0.10 and a fast Task €0.20, excluding VAT. [See pricing](https://duale.ai/en/product/pricing.md)
    </Card>

    <Card title="Your providers, your contracts" icon="layers">
      Your model providers bill you directly for inference.
    </Card>

    <Card title="Unlimited agents" icon="person">
      Add agents as your teams and use cases grow.
    </Card>
  </CardGrid>
</Section>

## Usage analytics questions

### When do the first figures appear

From your agents' first Task, so the first weekly review of a pilot already covers every Task it ran and what its
models cost. [Choose the use case for your pilot](https://duale.ai/en/use-cases.md).

### Do we need a reporting tool to read the figures

No. Usage analytics is ready in the Dashboard, so a business sponsor reads each week's results without waiting for a
report. [See how you grant read access in Identity and access](https://duale.ai/en/product/identity-and-access.md).

### Before we change a system, will we know which agents depend on it

Yes. The figures for each Tool and each MCP server show which agents call it. [See how you choose which agents reach
each system in Tools](https://duale.ai/en/product/tools.md).

### Can finance read the figures without seeing what each Task contains

Yes. Only the people you authorize open each team's Tasks in detail. [See how each person gets only the access their
job needs in Identity and access](https://duale.ai/en/product/identity-and-access.md).

<Cta title="Plan your first use case and follow its results from the first Task." primaryCta={{ label: "Plan your first use case with us", dialog: "contact" }} secondaryCta={{ label: "See Task pricing", href: "https://duale.ai/en/product/pricing.md" }} />

## Related content

- [AI agent use cases: what each team hands over](https://duale.ai/en/use-cases.md)
- [Agent harness: Task execution model and Tool Call outcomes](https://duale.ai/en/docs/agent-harness.md)
- [Product: Task execution and platform capabilities](https://duale.ai/en/product.md)
- [Model routing under your provider contracts](https://duale.ai/en/product/model-routing.md)
- [Libraries: a knowledge base for AI agents](https://duale.ai/en/product/libraries.md)
- [IT and security: alerts classified with evidence](https://duale.ai/en/use-cases/it-and-security.md)

---

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