---
title: "Role-based solutions for production AI agents"
description: "Provides a production layer for durable Python agents with contracts, routing, deadlines, and recovery, offering role-specific solutions for platform, business, governance teams."
lang: en
lastUpdated: 2026-06-03
url: https://dev.duale.ai/en/solutions
---

## AI-generated summary

The page outlines Duale AI’s role‑based solution set for moving Python agents to production. It describes a shared runtime layer that provides stable contracts, routing policies, deadlines, and recovery behavior, and points platform leads, business sponsors, and governance teams to their specific guidance pages.

- The hero section introduces a runtime path for production agents, offering a shared production layer with stable contracts, routing policy, deadlines, and recovery behavior.
- Platform leads see a page describing how to build Python agents with deadlines, routing policy, typed results, and task events.
- Business sponsors are guided to a solution page for moving from isolated pilots to a production portfolio, offering lifecycle control, cost visibility, and provider choice.
- Governance teams have a solution page for reviewing data movement, project controls, provider choices, operating signals, and risk boundaries before agents scale.
- Primary calls let users request access, secondary links go to the Trust Center and pricing, and JSON‑LD identifies the page as a CollectionPage named “Duale AI solutions.”

Summaries were generated by AI. Generative AI is experimental.

---

<Hero
  eyebrow="Solutions"
  title={
  <>
    One runtime path for <AccentText>production agents</AccentText>
  </>
}
  subtitle="Duale AI gives platform, business, and governance teams a shared production layer for durable Python agents: stable contracts, routing policy, deadlines, recovery behavior, and requestable review inputs."
  primaryCta={{ label: "Request access", dialog: "contact" }}
  secondaryCta={{ label: "Open Trust Center", href: "https://dev.duale.ai/en/product/security.md" }}
/>

<Section title="Choose the view that matches your role" subtitle="Each solution page describes the same runtime from a different operating responsibility.">
  <CardGrid columns={3}>
    <Card title="Platform leads" icon="code" href="https://dev.duale.ai/en/solutions/developers.md">
      Build Python agents your team can operate with deadlines, routing policy, typed results, and task events where
      configured.
    </Card>

    <Card title="Business sponsors" icon="bar-chart" href="https://dev.duale.ai/en/solutions/business.md">
      Move from isolated pilots to a production portfolio with lifecycle control, cost visibility, and provider choice.
    </Card>

    <Card title="Governance teams" icon="lock-closed" href="https://dev.duale.ai/en/solutions/governance.md">
      Review data movement, project controls, provider choices, available operating signals, and risk boundaries before
      agents scale.
    </Card>
  </CardGrid>
</Section>

<Cta title="Start with the agent that needs a production boundary." primaryCta={{ label: "Request access", dialog: "contact" }} secondaryCta={{ label: "See pricing", href: "https://dev.duale.ai/en/product/pricing.md" }} />

<JsonLd
  data={{
  "@context": "https://schema.org",
  "@type": "CollectionPage",
  name: "Duale AI solutions",
  description:
    "Role-based solution pages for platform, business, and governance teams moving AI agents from pilots to production.",
}}
/>

## Related content

- [Deploy durable AI agents with stable contracts and routing](https://dev.duale.ai/en/home.md)
- [Use Python SDK for stable contracts, routing, and retries](https://dev.duale.ai/en/solutions/developers.md)
- [Turn AI pilots into a production portfolio](https://dev.duale.ai/en/solutions/business.md)
- [Govern AI agents with shared operating model for compliance](https://dev.duale.ai/en/solutions/governance.md)
- [Pricing for reliable AI agent orchestration](https://dev.duale.ai/en/product/pricing.md)
- [Review security posture for production AI agents](https://dev.duale.ai/en/product/security.md)

---

## Sitemap

See the full [Markdown sitemap](https://dev.duale.ai/sitemap.md) for all pages.