--- title: "Connect Openlayer and Zoho FSM - APIANT.ai" description: "When \"New Project\" fires in Openlayer, your agent runs \"Add contact\" in Zoho FSM, or \"New Module Entry\" in Zoho FSM to \"Publish Record\" in Openlayer." canonical: "https://apiant.ai/connect/openlayer-to-zoho-fsm" --- # Connect Openlayer and Zoho FSM When **New Project** fires in [Openlayer](https://apiant.ai/connections/openlayer), your agent runs **Add contact** in [Zoho FSM](https://apiant.ai/connections/zoho-fsm), or **New Module Entry** in Zoho FSM to **Publish Record** in Openlayer. Describe the whole flow and it is built, tested on every scenario and kept running. Openlayer **2** triggers Openlayer **22** actions Zoho FSM **3** triggers Zoho FSM **13** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Openlayer and Zoho FSM to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Openlayer and Zoho FSM can do together ### From Openlayer to Zoho FSM - When **New Project** in Openlayer then **Add contact** in Zoho FSM - When **New Test Result** in Openlayer then **Add work order** in Zoho FSM ### From Zoho FSM to Openlayer - When **New Module Entry** in Zoho FSM then **Publish Record** in Openlayer - When **New/Updated Module Entry** in Zoho FSM then **Create Project** in Openlayer Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Openlayer and Zoho FSM ## Triggers and actions 5 triggers · 35 actions - Trigger **New Project** Triggers when a new project is created in your Openlayer workspace. - Trigger **New Test Result** Triggers when a new test result is available for a data source. Useful for alerting on passing or failing model tests. - Action **Create Data Source** Creates a new data source in a project for streaming production data to Openlayer. - Action **Create Project** Creates a new AI or ML project in your Openlayer workspace. - Action **Create Test** Creates a data quality test in a project. Checks for duplicate rows, null values, or row counts. - Action **Delete Inference Pipeline** Delete an inference pipeline by its ID. - Action **Delete Project** Delete a project by its ID. - Action **Delete Test** Delete a test by its ID. - Action **Evaluate Test** Evaluates a test for a specific time range. Use after publishing records to get immediate results. - Action **Find Data Source** Finds a data source (inference pipeline) by name in a project. - Action **Find Project** Finds a project by name in your Openlayer workspace. - Action **Find Test Result** Finds test results for a data source, including whether each test passed or failed. Filter by outcome or test type to branch an automation on the result. - Action **Get Inference Pipeline** Retrieve the details around a specific inference pipeline. - Action **Get Project** Retrieves one project by its id. Openlayer has no single-project endpoint, so this reads the workspace's first 100 projects and returns the one matching the id. - Action **Get Test** Retrieve a test by ID. - Action **Get Test Result** Retrieves one test result by its id. Openlayer has no single-result endpoint, so this reads the data source's 100 most recent results and returns the matching one. - Action **List Inference Pipelines** List the authenticated user's inference pipelines under a project. - Action **List Projects** Lists the projects in your Openlayer workspace, optionally narrowed to one kind of project. Returns up to 100 projects. - Action **List Test Results** List all results for a test/goal under an inference pipeline. - Action **List Tests** Lists the tests in a project, optionally narrowed by kind, archived state or monitoring mode. Returns up to 100 tests. - Action **Publish Record** Publishes an LLM inference record to a data source for monitoring. Streams the model input, output, and metadata to Openlayer. - Action **Update Inference Pipeline** Update an inference pipeline. - Action **Update Project** Update a project. - Action **Update Test** Update a test (partial updates allowed). - Trigger **New Module Entry** Triggers when a new record is created in the chosen Zoho FSM module, such as a work order, request or contact. - Trigger **New/Updated Module Entry** Triggers when a record in the chosen Zoho FSM module is created or updated. - Trigger **Updated Module Entry** Triggers when an existing record in the chosen Zoho FSM module is changed. - Action **Add asset** Creates a new asset in Zoho FSM, optionally linked to a part, contact and company. - Action **Add company** Creates a new company record in Zoho FSM. - Action **Add contact** Creates a new contact in Zoho FSM and returns its id. - Action **Add estimate** Creates a new estimate in Zoho FSM for a contact and company, with optional service and part line items. - Action **Add note** Adds a note to a request, estimate, work order, service appointment, contact or asset record. - Action **Add request** Creates a new service request in Zoho FSM for a contact or company. - Action **Add service appointment** Creates a service appointment for line items of an existing work order in Zoho FSM, scheduled for the given start and end time. - Action **Add work order** Creates a new work order in Zoho FSM with its service line items, customer and addresses. - Action **Create Module Entry** Creates a new record in any Zoho FSM module (Companies, Contacts, Assets, Requests, Work Orders and more) from the field values you supply. - Action **Find Module Entry** Finds records in a Zoho FSM module (such as Contacts, Companies or Work Orders) whose chosen field matches a search value. - Action **Get Related Records** Returns the records related to a Zoho FSM record, such as the notes, work orders or service appointments linked to a contact. - Action **Update Module Entry** Updates an existing record in a Zoho FSM module, such as a company, contact, asset, request or work order, with the field values you supply. - Action **Update work order** Updates an existing work order in Zoho FSM, such as its summary, contact, company, addresses or service line items. ## Each app on its own - [ **Openlayer** Openlayer is a platform for monitoring, evaluating, and testing AI and ML models in production.](https://apiant.ai/connections/openlayer) - [ **Zoho FSM** Zoho FSM helps you manage work orders, streamline operations and run your field service business efficiently.](https://apiant.ai/connections/zoho-fsm) Reviews ## What our customers say ## More from Openlayer - [ **Openlayer to Astroworld** Astroworld serves reference data about the game Minecraft.](https://apiant.ai/connect/openlayer-to-astroworld) - [ **Openlayer to Byabbe** Seach histories from wikipedia for a particular day](https://apiant.ai/connect/openlayer-to-byabbe) - [ **Openlayer to Cliniko** Cliniko is a practice management platform — manage patients, appointments, invoices, contacts, and...](https://apiant.ai/connect/openlayer-to-cliniko) - [ **Openlayer to Enrich CRM** Enrich CRM helps you perform real-time contact and company enrichment.](https://apiant.ai/connect/openlayer-to-enrich-crm) - [ **Openlayer to Evervault** Evervault provides secure encryption infrastructure for developers.](https://apiant.ai/connect/openlayer-to-evervault) - [ **Openlayer to Postman** Postman is a platform for building and testing APIs.](https://apiant.ai/connect/openlayer-to-postman) ## More into Zoho FSM - [ **HubSpot to Zoho FSM** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-zoho-fsm) - [ **Salesforce to Zoho FSM** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-zoho-fsm) - [ **Slack to Zoho FSM** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-zoho-fsm) - [ **Google Sheets to Zoho FSM** Google Sheets](https://apiant.ai/connect/google-sheets-to-zoho-fsm) - [ **Gmail to Zoho FSM** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-zoho-fsm) - [ **Google Calendar to Zoho FSM** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-zoho-fsm) Questions ## Openlayer and Zoho FSM, answered ### ### What can start an automation from Openlayer? Any of Openlayer's 2 triggers in the catalog, including New Project and New Test Result. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Zoho FSM when something happens in Openlayer? Any of Zoho FSM's 13 actions, including Create Module Entry, Update Module Entry, Update work order and Add asset. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Zoho FSM to Openlayer? Yes. When something happens in Zoho FSM, your agent can act in Openlayer too. This page covers both directions: Zoho FSM's triggers and Openlayer's actions are listed here as well. ### ### Do I have to build a connector for Openlayer or Zoho FSM? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Openlayer and Zoho FSM without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.