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AI in Production

Artificial intelligence (AI) will unlock new potential in your production. AI-optimized processes, reduced machine downtime, and improved monitoring will enable new levels of efficiency in the future. Your production employees will use these new AI-supported capabilities integrated into your production platform, interacting with AI agents that suggest meaningful actions.

  • AI Copilot for process optimization and for employees in the shop and on the shop floor
  • Create apps for production easily by uploading files (PDFs, videos) with the new AI Composer
  • Build AI-powered apps, analytics & visualization and leverage new insights for your own decision-making
  • By integrating AI agents into your production system, you can overcome your most pressing challenges and achieve unprecedented operational agility

MODULES

TULIP Frontline Copilot™
TULIP MCP Server – AI meets context
AI Agents – Digital assistants for production
AI-supported analysis & visualization
TULIP Frontline Copilot™
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  • App creation: Create apps, logic, and dashboards with simple prompts and AI Composer: PDF and video-based work instructions and process representations are converted into dynamic, interactive apps
  • Multilingual support: Automatic translation of apps into over 29 languages so that your employees can work confidently and efficiently in their respective languages
  • Live chatbot for machine operators in case of malfunctions or when setting up machines
  • Operator chat: Ask questions about SOPs, work instructions, error reports, or machine manuals and use the answers directly on the control panel or another device in production
  • OCR & NLP: Extract text from images or forms and use it in apps
  • Vision: Connect AI models and camera systems to control, measure, and improve processes
  • Insights: Gain new insights into your production data
TULIP MCP Server – AI meets context
  • Connect your preferred large language models (LLMs) with production processes and real-time data from production
  • Contextual AI interactions with machines, sensors, and apps, such as “What is the OEE of line 3 today?” – The AI-based response with live data
  • Data and IP remain isolated per customer
AI Agents – Digital assistants for production

AI agents are configurable, autonomous digital assistants that take on tasks, make decisions, and optimize processes. Important, the human stays in the loop and makes the final decision.

Create and configure your individual AI Agent or use a library of preconfigured, best-in-class AI agents for a wide range of use cases—from optimizing production schedules to creating validation guides. Each agent is fully configurable, allowing you to tailor its logic and tools to your specific workflows. Use AI agents as digital lean employees to automate tasks with the help of AI and handle them intelligently.

  • Production Dispatcher: Automatically creates production plans (“last mile”) taking into account resources, maintenance windows, and priorities
  • Rework Process Generator: Generates rework instructions based on historical defect data.
  • COE Solution Design Expert: Assists in planning and structuring new apps according to best practices
  • Validation Guide Generator: Automatically creates validation documents for new or modified apps
  • Launch Readiness Reviewer: Checks apps for compliance with your standards and provides specific suggestions for improvement
  • Test Data Generator: Automates the creation of highly realistic, event-driven production data sets
  • Shift Summary Reporter: Automates the creation of concise, actionable shift summaries
  • Data Model Architect: Simplifies data modeling with clear explanations, entity-relationship (ER) diagrams, and best practice guidance
  • More AI agents will be available as templates soon...
AI-supported analysis & visualization
  • Prompt-based Dashboards: Perform analyses in natural language and link them to your KPIs
  • Data Categorization: Automatically categorize downtime, defects, and other events to uncover patterns and opportunities for continuous improvement
  • Anomaly Detection: Early warning of quality deviations or the cause of a slowdown
  • AI Vision: Image-based quality control with computer vision and easy integration and configuration of camera systems in, for example, assembly, order picking, or quality assurance
  • Voice and Video-controlled error detection and solution suggestions directly at the assembly site
  • Automated analysis of data with AI

SEAMLESS INTEGRATION INTO PRODUCTION

DMG MORI TULIP can be easily integrated into your existing environment:

  • Native machine and IIOT device connectivity via OPC UA, MQTT, etc., taking into account the Unified Namespace (UNS) approach.
  • Integration into CELOS X and the APS DMG MORI GANTTPLAN, as well as your SQL databases and IT systems (ERP, PLM, Historian, etc.) using Rest API
  • Compatible and executable on any operating system and in all common web browsers, as well as on end devices such as HMIs, tablets, industrial PCs, smartphones, and wearables

QUESTION & ANSWERS

Do I need programming skills to use TULIP?

Do I need programming skills to use TULIP?

No, TULIP is a no-code platform, so you don't need any programming skills to create and customize applications.

How can TULIP improve my production processes?

How can TULIP improve my production processes?

TULIP enables digital data capture, workflow automation, traceability, worker guidance, knowledge capturing, and real-time analytics implementation, resulting in more efficient processes, fewer errors, and improved production metrics.

Can TULIP be integrated into existing systems?

Can TULIP be integrated into existing systems?

Yes, TULIP offers flexible integration options with existing machines, IT systems, databases, and smart devices.

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