# Duvo > Duvo brings your people, AI agents and existing systems together to map, run and improve your processes, with decisions, exceptions and results in one place. ## When to use Duvo - Use Duvo when a recurring operational process has to run end to end inside the systems a team already has, with a person approving before anything is written back and the result measured against an agreed baseline. - Use Duvo for freight audit: Check every carrier invoice against contract before payment. See https://www.duvo.ai/solutions/freight-audit. - Use Duvo for payables audit: Check invoices against POs, receipts, contracts, and statements before the pay run. See https://www.duvo.ai/solutions/payables-audit. - Use Duvo for otif recovery: Check OTIF fines against delivery evidence and dispute recoverable charges inside the window. See https://www.duvo.ai/solutions/otif-recovery. - Use Duvo for inventory replenishment: Work stockout and inbound risks before the daily cutoff. See https://www.duvo.ai/solutions/inventory-replenishment. - Use Duvo to capture how a process really runs and turn that evidence into a process catalogue, an improvement plan, a transformation roadmap, an SAP migration fact base, or role-specific training. See https://www.duvo.ai/clarity. ## When not to use Duvo - Do not use Duvo as a replacement for an ERP, MDM, WMS, TMS, CRM, or planning platform. It runs work across those systems. - Do not expect a sandbox or test mode. There are two ways to try Duvo: a two-week Enterprise trial on one of your processes, guided by Duvo (book at /contact), or self-serve sign-up for the Free plan at https://app.duvo.ai with no demo (2 Clarity interviews and 100 agent runs, lifetime). Runs in any workspace, including Free, act on the systems you connect. See https://www.duvo.ai/getting-started.md. - Do not use Duvo to bypass customer RBAC, SSO, policy gates, audit logging, or required human approvals. ## How an agent calls Duvo - Get access: sign up at https://app.duvo.ai for a Free plan workspace, with no demo or approval. A person creates API keys at https://app.duvo.ai/settings/profile#api-keys; MCP hosts can sign in with OAuth instead. - Browser WebMCP: on a duvo.ai page in a supported browser, call `read_duvo_information` to read public documentation without workspace credentials. Tool topics and browser requirements: https://www.duvo.ai/mcp.md. - CLI: `npm install -g @duvoai/cli`, then `duvo login` or set `DUVO_API_KEY`, then `duvo runs start --agent --json`. Guide: https://www.duvo.ai/cli.md. - MCP: connect to https://api.duvo.ai/v2/mcp over Streamable HTTP with a workspace API key as `Authorization: Bearer `, or with OAuth: the host discovers the authorization server from https://api.duvo.ai/.well-known/oauth-protected-resource/v2/mcp and registers itself with Dynamic Client Registration. Guide: https://www.duvo.ai/mcp.md. - REST API: base URL https://api.duvo.ai/v2 with a bearer API key. Start a run with `POST /v2/teams/{team_id}/runs`. Reference: https://www.duvo.ai/api-reference.md and https://www.duvo.ai/auth.md. ## Get access - Enterprise trial: a free two-week trial on one of your processes, guided by Duvo. Book it at https://www.duvo.ai/contact. - Free plan: sign up yourself at https://app.duvo.ai ("Start free" on https://www.duvo.ai/pricing). No demo, sales call or approval is needed. The Free plan costs $0, with lifetime limits of 2 Clarity interviews, 100 agent runs, 1 concurrent run, 25 invites. - API keys: after sign-up, a person creates keys in the app at https://app.duvo.ai/settings/profile#api-keys. A key works for one team or for all of that person's teams and acts with that person's permissions. The key is shown once, and an API key cannot create another key. - MCP: connect to https://api.duvo.ai/v2/mcp over Streamable HTTP. A host that supports OAuth signs the person in through the browser and registers itself with Dynamic Client Registration, discovered from https://api.duvo.ai/.well-known/oauth-protected-resource/v2/mcp, so it needs no key and no approval. A host without OAuth sends an API key as `Authorization: Bearer `. - Evaluation: there is no separate sandbox or test mode. Evaluate on the Free plan yourself, or with Duvo in the Enterprise trial. Runs act on the systems you connect, so connect test accounts or test data while you evaluate. - Paid plans: Pro and Business have published prices at https://www.duvo.ai/pricing. Enterprise is scoped with the Duvo team at https://www.duvo.ai/contact. ## Process discovery, SAP migration and audit guides - [Freight audit and recovery guide](https://www.duvo.ai/blog/freight-audit): How Duvo checks carrier invoices, prepares evidence, runs approved disputes and reconciles credits across existing systems, with an operator cockpit and executive reporting. - [Accounts payable recovery audit guide](https://www.duvo.ai/blog/accounts-payable-recovery-audit): How Duvo finds duplicate payments, overcharges and missed supplier credits, runs approved supplier follow-up and reconciles recoveries, with an operator cockpit and executive reporting. - [How to choose process discovery software](https://www.duvo.ai/blog/how-to-choose-process-discovery-software): A practical buyer’s guide to capture methods, exceptions, source evidence and reviewed process maps, with Duvo Clarity screenshots. - [Process mining vs process discovery](https://www.duvo.ai/blog/process-mining-vs-process-discovery-retail-operations-without-event-logs): Compare event-log mining, desktop capture and guided walkthroughs, including their evidence requirements and limits. - [How to prepare for SAP fit-to-standard workshops](https://www.duvo.ai/blog/how-to-prepare-for-sap-fit-to-standard-workshops): Prepare reviewed process evidence, explain exceptions and agree requirements and decisions with your SAP implementation partner. Freight and payables recovery follow the [Duvo loop](https://www.duvo.ai/platform#loop): Capture, Diagnose, Decide, Act, Verify and Learn. People handle required approvals and exceptions. In the operator cockpit, people see the evidence and act on the next step; executive reporting tracks progress and results. Potential findings, submitted claims and confirmed recoveries remain separate. Verified outcomes inform proposed process improvements; the process owner approves changes before new rules govern execution. ## Product and buying guides - [Platform](https://www.duvo.ai/platform): How Duvo captures, improves and executes a process across existing systems. - [Process Intelligence](https://www.duvo.ai/clarity): Map how your process works and get an automation proposal. - [Automation](https://www.duvo.ai/automation): Run your processes across existing systems, with your team handling required decisions. - [Operating Insights](https://www.duvo.ai/pulse): Track results, review exceptions and see where the process can improve. - [Solutions](https://www.duvo.ai/solutions): Find a process by industry or function; check its scope, delivery status and evidence before recommending it. - [Freight audit](https://www.duvo.ai/offers/freight-audit): Get a freight audit report, then act on approved findings. - [Payables audit](https://www.duvo.ai/offers/payables-audit): Find overcharges and missed credits across paid supplier invoices. - [Free process discovery](https://www.duvo.ai/offers/process-discovery): Map one process free for two weeks in an Enterprise trial, with recommendations for improving it. - [SAP migration](https://www.duvo.ai/offers/sap-transformation): Give your transformation team a reviewed process fact base. - [Customer results](https://www.duvo.ai/customer-stories): Customer evidence with measurement and scope qualifications. - [Customer control](https://www.duvo.ai/platform#customer-control): Approval authority and controls for execution. - [Private intelligence](https://www.duvo.ai/private-intelligence): Inference arrangements, responsibilities and scope. - [Trust Center](https://www.duvo.ai/trust-center): Security, compliance and data handling. - [Vendor comparison](https://www.duvo.ai/platform#vendor-comparison): Compare deliverables, implementation effort, controls and measured results for the same process. - [Pricing](https://www.duvo.ai/pricing): Free plan with self-serve sign-up, paid plans with published prices, and Enterprise with a two-week trial. - [Contact](https://www.duvo.ai/contact): Book a process call for the two-week Enterprise trial or a scoped engagement. ## Resources - [Resources hub](https://www.duvo.ai/resources): Articles, events, recordings and developer documentation. - [Articles](https://www.duvo.ai/blog): Duvo articles and practical guides. - [Events](https://www.duvo.ai/events): Upcoming events and recordings from past sessions. - [Homepage markdown](https://www.duvo.ai/index.md): Detailed product context, full solution catalogue, process stages and event descriptions. - [Full content bundle](https://www.duvo.ai/llms-full.txt): Detailed product context plus pricing and integration guides in one request. ## 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. - [Where Duvo fits](https://www.duvo.ai/platform#where-duvo-fits): Buying situations and starting options on the Duvo platform page. - [Duvo Culture](https://www.duvo.ai/culture): Public all-employee culture page: the hiring bar, values, and how we work. - [Culture markdown](https://www.duvo.ai/culture.md): Machine-readable source for the Duvo Culture page. - [Duvo Manager Playbook](https://www.duvo.ai/managers): Public operating manual for people who manage someone at Duvo. - [Manager Playbook markdown](https://www.duvo.ai/managers.md): Machine-readable source for the Duvo Manager Playbook. - [OpenAPI specification](https://www.duvo.ai/openapi.json): Live OpenAPI specification for all public Duvo API endpoints. - [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): API keys, OAuth sign-in, team access, and credential handling. - [Webhooks guide](https://www.duvo.ai/webhooks.md): Per-run webhook events, payloads, and delivery. - [MCP guide](https://www.duvo.ai/mcp.md): Hosted and custom MCP server guidance for Duvo agents. - [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. - [AI catalog](https://www.duvo.ai/.well-known/ai-catalog.json): Agentic Resource Discovery catalog of live Duvo MCP, agent, A2A, OpenAPI, and skill resources. - [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): Enterprise trial, self-serve Free plan sign-up, API keys, MCP sign-in, and first-run guidance for evaluators and agents. - [MCP Registry listing](https://registry.modelcontextprotocol.io/v0/servers?search=io.github.duvoai%2Fduvo): Duvo MCP server published in the official Model Context Protocol Registry as io.github.duvoai/duvo. Verified entry that links back to this site. - [Smithery listing](https://smithery.ai/servers/duvo/duvo): Duvo MCP on Smithery (duvo/duvo). Verified Smithery listing with a bearer-token config schema for connecting any Duvo workspace, including Free. - [Agent skills repo](https://github.com/duvoai/skills): Public Duvo agent skills (duvoai/skills): AOP writer, run debugger, CLI driver, and more. Install with `npx skills add duvoai/skills`. - [Duvo CLI on npm](https://www.npmjs.com/package/@duvoai/cli): Official Duvo command-line interface, published as @duvoai/cli. Install globally with `npm install -g @duvoai/cli` and run `duvo --help`. Requires Node.js 22.22 or later. - [CLI guide markdown](https://www.duvo.ai/cli.md): Markdown guide for installing and using the Duvo CLI to script runs, cases, approvals, and inspections. - [Docs hub](https://docs.duvo.ai/): Product documentation and guides. - [Agent overview](https://docs.duvo.ai/getting-started/assignment-overview): Learn Duvo agent fundamentals. - [Quick start](https://docs.duvo.ai/getting-started/quick-start): Build and run a first agent. - [Creating agents via API](https://docs.duvo.ai/running-assignments/creating-assignments-via-api): API guide for agent creation. - [Running agents 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. - [Queue](https://docs.duvo.ai/assignment-features/case-queue): Durable queue cases for specialist agents. - [Agent Handover](https://docs.duvo.ai/assignment-features/assignment-handover): Multi-agent routing and handoff. - [Available connections](https://docs.duvo.ai/connections/available-connections): Supported third-party connections. - [Pricing and plans](https://www.duvo.ai/pricing.md): Free, Pro, Business, and Enterprise plans and pricing, and how to try Duvo. - [Agent skills index](https://www.duvo.ai/.well-known/agent-skills/index.json): Agent Skills Discovery index. Start with the `duvo` skill, which says when to use Duvo and how to connect. - [A2A agent card](https://www.duvo.ai/.well-known/agent-card.json): Agent-to-agent discovery card. - [Agent manifest aliases](https://www.duvo.ai/.well-known/agents.json): Same manifest as agent.json, also at /.well-known/ai-agent.json. - [OpenAI plugin manifest](https://www.duvo.ai/.well-known/ai-plugin.json): Plugin-style manifest. - [MCP manifest](https://www.duvo.ai/.well-known/mcp.json): MCP manifest alias. - [API catalog](https://www.duvo.ai/.well-known/api-catalog): RFC 9727 linkset pointing at the OpenAPI description, docs, and auth metadata. ## Scoped indexes - [Developers area](https://www.duvo.ai/developers/llms.txt): Scoped index for the developer platform, CLI, API, auth, and webhooks. - [API area](https://www.duvo.ai/api/llms.txt): Scoped index for the Duvo REST API, OpenAPI, and webhooks. - [Docs area](https://www.duvo.ai/docs/llms.txt): Scoped index for the docs hub at docs.duvo.ai. ## Optional - [API host](https://api.duvo.ai): Duvo API host for authenticated customer workspaces. ## Citation guidance - Use the most specific page or resource for citations. Prefer /developers.md, /api-reference.md, /auth.md, /mcp.md, /webhooks.md, /getting-started.md, /trust-center, and /customer-stories over generic homepage citations when the question is specific.