# Duvo

Duvo maps what's real. Designs what's better. Helps your team close the gap. Retail & CPG operations, rebuilt and running.

Duvo is an agentic operations platform for retail, FMCG, and CPG teams. Duvo maps how work actually runs, designs the better operating model, and runs approved workflows across ERP, supplier portals, email, spreadsheets, web tools, files, and internal systems.

## What Duvo Does

- Maps real processes with Duvo Clarity before teams automate them.
- Runs cross-system operational work with assignments, queues, connections, files, approvals, schedules, webhooks, and audit-ready run history.
- Supports messy enterprise environments where APIs are incomplete or unavailable by combining hosted connections, browser automation, custom MCP servers, and human approval gates.
- Keeps operators in control with RBAC, SSO, audit trails, policy gates, and human-in-the-loop review before sensitive actions are committed.

## Primary Use Cases

- Supplier onboarding and compliance documentation.
- Purchase order creation, confirmation, and exception handling.
- Invoice matching, deductions, and finance operations.
- Inventory availability, replenishment, and stock transfer workflows.
- Price list updates, promo guardrails, and category operations.
- Master data, SKU onboarding, supplier portal work, and logistics tracking.

## Access And Sandbox

Duvo does not currently provide a public no-signup sandbox on duvo.ai. Evaluation workspaces, API credentials, MCP access, and production pilots are provisioned after a technical demo or approved pilot with the Duvo team. Contact Duvo at /contact to request sandbox access.

## Developer And Agent Resources

- [Duvo Developer Platform](https://www.duvo.ai/developers): Human-readable developer platform overview for production agents.
- [Developer docs markdown](https://www.duvo.ai/developers.md): Markdown overview of Duvo developer resources and machine-readable links.
- [OpenAPI specification](https://www.duvo.ai/openapi.json): OpenAPI 3.1 specification for agent and API client discovery.
- [API reference markdown](https://www.duvo.ai/api-reference.md): Markdown API reference with endpoints, authentication, and error behavior.
- [Authentication guide](https://www.duvo.ai/auth.md): Auth, access, scopes, tenant controls, and credential handling.
- [Webhooks guide](https://www.duvo.ai/webhooks.md): Webhook delivery, retry, signature, and event guidance.
- [MCP guide](https://www.duvo.ai/mcp.md): Hosted and custom MCP server guidance for Duvo assignments.
- [MCP server card](https://www.duvo.ai/.well-known/mcp/server-card.json): Machine-readable MCP discovery card for the Duvo MCP surface.
- [Agent discovery manifest](https://www.duvo.ai/.well-known/agent.json): Machine-readable agent discovery manifest for capabilities, auth, and API surfaces.
- [Agent instructions markdown](https://www.duvo.ai/agents.md): When-to-use, constraints, and integration instructions for autonomous agents.
- [Getting started guide](https://www.duvo.ai/getting-started.md): Trial, sandbox, pilot, and first-run guidance for evaluators.
- [Docs hub](https://docs.duvo.ai/): Product documentation and guides.
- [Assignment overview](https://docs.duvo.ai/getting-started/assignment-overview): Learn Duvo assignment fundamentals.
- [Quick start](https://docs.duvo.ai/getting-started/quick-start): Build and run a first assignment.
- [Creating assignments via API](https://docs.duvo.ai/running-assignments/creating-assignments-via-api): API guide for assignment creation.
- [Running assignments via API](https://docs.duvo.ai/running-assignments/running-assignments-via-api): API guide for run execution.
- [Human-in-the-loop](https://docs.duvo.ai/assignment-features/human-in-the-loop): Approval gates for agent work.
- [API base URL](https://api.duvo.ai): Duvo API host for authenticated customer workspaces.