← Use Cases

    Your tools. Your agents. One engineering system.

    Connect your existing stack and give AI agents the same access rights as your engineers.

    Claude · connected through Koddex MCP

    Ask any question. Get an audited, traceable answer.

    Through the Koddex MCP server, an AI agent reads your engineering data with the same scoped permissions and full audit trail as a human engineer.

    claude.ai · workspace · koddex-mcp
    What's the operating temperature range of actuator J3 in WAND-EXO, and when was it last validated?
    Ask Claude anything about your Koddex data…

    MCP-native

    AI agents and engineers, on one live model

    The Koddex MCP server connects your AI agents straight to the engineering model. They edit the same graph as your engineers, in real time — same rights, same validation pipeline, same audit trail. An agent updates a mass while an engineer reviews the linked requirement: everyone sees the same state, to the instant.

    Engineer AI agent (via MCP)
    koddex · model2 live

    Requirement

    REQ-014

    Component

    Motor mount

    mass

    8 g → 11 g

    Test

    TST-203

    Engineer
    AI agent
    Tools that aren't headless or API-first

    Closed tools, no API

    Legacy PLM/ERP suites have no headless API. You can't script them, can't integrate them, can't connect AI agents — every workflow ends in a copy-paste.

    AI agents have no scoped access

    An LLM either gets an admin password (terrifying) or no access at all (useless). There's no way to give an agent read-only, audited, attribute-level access to your engineering data.

    External providers can't reach the data

    Suppliers need a part spec, an auditor needs a verification trace — and you ship them a PDF or a leaky drive folder, with no way to revoke access or hide confidential fields.

    The Koddex way — open, scoped, auditable

    Headless, fully API-first

    Every Koddex object is queryable through typed REST and GraphQL endpoints. Scripts, automations and dashboards plug in directly — no scraping, no exports.

    MCP-native, scoped agent access

    Koddex exposes its data model through Model Context Protocol. Agents authenticate, get typed scopes, and every read or write is logged with the same granularity as a human edit.

    Granular external sharing

    Invite a supplier or auditor with attribute-level scopes: share the dimensions, hide the cost; share the test results, hide the BOM. Revoke in one click. Every access logged.

    Measurable Outcomes

    BeforeAfterContext
    Agents and tools bypass engineering workflowsSame rules for humans and machinesValidation, lifecycle, permissions: all enforced
    No trace of automated changesFull audit trail per integration actionActor, timestamp, diff, impact: all logged
    Locked baselines modifiable by scriptsImmutability enforced structurallyNo agent can override a frozen configuration
    Integrations with admin-level accessScoped permissions per integrationRead, draft-write or full lifecycle: explicitly granted

    Performance Impact

    0
    Unauthorized Modifications
    100%
    Integration Traceability
    Same
    Rules for Humans & Agents

    Connect or replace your stack

    PLM

    Teamcenter, Windchill

    ERP

    SAP, NetSuite

    CAD

    SolidWorks, CATIA

    MES

    Siemens, Rockwell

    PM

    Jira, Monday

    BI

    Power BI, Tableau

    AI Agents

    n8n, LangChain

    Internal

    SharePoint, Confluence

    A few of the tools Koddex already plugs into

    Siemens logo
    SiemensPLM · MES
    Rockwell Automation logo
    Rockwell AutomationMES
    SAP logo
    SAPERP
    Zoho logo
    ZohoERP / CRM
    HubSpot logo
    HubSpotCRM
    Dassault Systèmes logo
    Dassault SystèmesCAD
    Autodesk logo
    AutodeskCAD
    Looker logo
    LookerBI
    Jira logo
    JiraPM
    Monday logo
    MondayPM
    Linear logo
    LinearPM
    Trello logo
    TrelloPM
    Asana logo
    AsanaPM
    ClickUp logo
    ClickUpPM
    Atlassian logo
    AtlassianInternal
    Confluence logo
    ConfluenceInternal
    Notion logo
    NotionInternal
    Slack logo
    SlackComms
    Microsoft Excel logo
    Microsoft ExcelSpreadsheet
    Google Sheets logo
    Google SheetsSpreadsheet
    Miro logo
    MiroInternal
    Figma logo
    FigmaDesign
    n8n logo
    n8nAI Agents
    LangChain logo
    LangChainAI Agents
    Anthropic logo
    AnthropicAI Agents
    Hugging Face logo
    Hugging FaceAI Agents
    GitHub logo
    GitHubCode
    GitLab logo
    GitLabCode
    Siemens logo
    SiemensPLM · MES
    Rockwell Automation logo
    Rockwell AutomationMES
    SAP logo
    SAPERP
    Zoho logo
    ZohoERP / CRM
    HubSpot logo
    HubSpotCRM
    Dassault Systèmes logo
    Dassault SystèmesCAD
    Autodesk logo
    AutodeskCAD
    Looker logo
    LookerBI
    Jira logo
    JiraPM
    Monday logo
    MondayPM
    Linear logo
    LinearPM
    Trello logo
    TrelloPM
    Asana logo
    AsanaPM
    ClickUp logo
    ClickUpPM
    Atlassian logo
    AtlassianInternal
    Confluence logo
    ConfluenceInternal
    Notion logo
    NotionInternal
    Slack logo
    SlackComms
    Microsoft Excel logo
    Microsoft ExcelSpreadsheet
    Google Sheets logo
    Google SheetsSpreadsheet
    Miro logo
    MiroInternal
    Figma logo
    FigmaDesign
    n8n logo
    n8nAI Agents
    LangChain logo
    LangChainAI Agents
    Anthropic logo
    AnthropicAI Agents
    Hugging Face logo
    Hugging FaceAI Agents
    GitHub logo
    GitHubCode
    GitLab logo
    GitLabCode
    Koddex logomark — API-first interoperability platform

    API-First Interoperability

    Fits into your ecosystem. Amplifies it.

    Koddex integrates seamlessly with your PLM, ERP, internal tools, and AI agents. It controls API and agent authorizations so your data stays secure. No migration, no disruption: your engineering teams adopt it in days.

    • Connects natively to your PLM, ERP, and internal tools via APIs.
    • Controls API and AI Agent authorizations with fine-grained permissions.
    • Deploys alongside your existing infrastructure without replacing anything.
    • Technical teams are operational in days, not months.
    Quality EngineerQuality Engineer
    Systems EngineerSystems Engineer
    Methods EngineerMethods Engineer
    Test EngineerTest Engineer
    Config ManagerConfig Manager
    R&D LeadR&D Lead
    Koddex

    Drive complex systems and ship certifications without frictions.

    Stop bleeding hours on version chasing, audit prep and cross-team sync. Ship certified hardware faster, on a foundation built for the next decade of complexity.

    Enterprise-grade security. Library of certification-friendly templates. Custom deployment for teams of 200+.