Now in production with 20% of customers

TULIP AI HUB

The AI Hub is where you find, configure, and manage all of Tulip's AI capabilities in one place. Composable, grounded in your operational data, governed by the same enterprise controls you already trust.

Compose

How Engineers and CoE Compose with AI

Give process engineers drag-and-drop AI building blocks to assemble intelligent workflows without writing code, turning domain expertise into production-ready applications in hours.

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New

Tulip MCP

Model Context Protocol — let AI models like Claude directly interact with Tulip data models and APIs.

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Available

Ops Composer

Describe a production process. AI suggests step sequences, routing logic, and data points — ready to deploy.

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In Development

AI Composer

Upload a PDF, video, or text description. Get back a working Tulip app with tables, logic, and workflow built in.

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Coming Soon

Operations

Track AI initiatives across your environment. See what's deployed, in progress, and where AI is driving impact.

Demo coming soon
Guided Path

Build your first agent or skill

From idea to deployment — a step-by-step path for engineers new to Tulip AI.

1

Pick a use case

Start with a specific process pain point: an inspection, changeover, or escalation flow.

2

Choose your tool

AI Composer for apps, Ops Composer for process logic, or Skills for reusable capabilities.

3

Build & validate

Generate your first version, test with the validation runner, iterate with AI feedback.

4

Deploy & publish

Deploy to your station, publish to the Library, share the business case with your team.

AI Composer screenshot
Agent Library

See agents in action

Library Search Agent
Library Search Agent
Shift Summary Reporter
Shift Summary Reporter
Launch Readiness Reviewer
Launch Readiness Reviewer
Featured Agents

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Augment

How to Augment Operators with AI

Empower operators with AI assistants that surface real-time guidance, catch defects, and eliminate manual data entry directly at the point of work.

Agents

AI Agents that act inside Tulip

Agents monitor conditions, make decisions, and take action across apps, tables, and workflows — without waiting for manual input. Not one agent — a full roster, each built for a specific operational task.

  • Monitor triggers across apps, tables, and APIs
  • Assign tasks, escalate issues, update records automatically
  • Pre-built roster: Quality, Changeover, SOP, Vision, Multilingual
  • Build custom agents — no code required
Browse agent library
AI Agents Promo
University

Course: How to Build Agents

Step-by-step university course walking through agent architecture, triggers, and deployment in Tulip.

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Knowledge Base

Getting Started with Agents

Official KB walkthrough — prerequisites, first agent setup, and common patterns for production environments.

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Knowledge Base

Agent Triggers & Actions

Deep dive into how agents listen for conditions, make decisions, and take action across Tulip apps, tables, and APIs.

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Featured Agents

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Tulip+ · Connectors & Partnerships

Connect anything to Tulip AI

Tulip+ and the connector ecosystem bring external AI models, automation platforms, and industrial data systems directly into your operational workflows.

Featured Partnership

Snowflake + Tulip AI

Connect Tulip's real-time operational data with Snowflake Cortex AI — enabling predictive quality, cross-site analytics, and AI-driven decision-making at the factory level.

  • Predictive quality via Cortex ML correlation
  • AI-generated shift summaries from Tulip production data
  • Cross-site performance analytics in a single view
  • No ETL required — Tulip writes directly to Snowflake
Snowflake + Tulip Demo
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Tulip MCP Demo
Tulip Skills

AI Skills for Claude

Reusable AI capabilities that make Claude Tulip-aware — giving it deep knowledge of your apps, tables, connectors, and manufacturing processes. Load, fork, or contribute.

  • AI Composer context & app generation
  • Data model & table schema templates
  • SOP lookup — multilingual
  • Vision inspection & defect detection
View on GitHub ↗
Available Skills
More skills coming soon — contributions welcome
Skill

AI Composer Skill

Gives Claude full context about Tulip's AI Composer — enabling it to generate apps, suggest widget layouts, and guide users through the build process step by step.

View on GitHub →
Skill

Data Model Skill

Equips Claude with schema patterns for Tulip tables and data models — so it can scaffold new models, validate field types, and suggest relational structures for your use case.

View on GitHub →
Automation

n8n

Community nodes for Tulip — connect Tulip to hundreds of apps and automate workflows without writing custom code.

View on GitHub →
Connector

Tulip Connectors

HTTP connector, webhooks & REST API — bring any external system, data source, or AI model directly into your Tulip workflows.

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Video Series

Human in the Loop

7-part series on applying AI in manufacturing. From basics to agentic AI.

Ep. 1
Ep. 1

Applying AI on the Shop Floor

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Ep. 2
Ep. 2

AI Composer

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Ep. 3
Ep. 3

Is Manufacturing Ready for AI?

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Ep. 4
Ep. 4

Data to Wisdom with AI

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Ep. 5
Ep. 5

Solution Design: Generative & Agentic AI

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Ep. 6
Ep. 6

Natural Language & the Future of Operational AI

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Ep. 7
Ep. 7

The Next Wave of Manufacturing Optimization

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Optimize

How Operations Leaders Optimize Their Factory with AI

Equip manufacturing leaders with AI-driven analytics that continuously identify bottlenecks, predict failures, and recommend process improvements across the entire operation.

Factory Playback

Replay what happened on the floor

AI-reconstructed timeline of every production event — operator actions, defect moments, and line stoppages — so you can diagnose root causes without reconstructing from memory.

  • Step-by-step replay of operator actions and machine events
  • Defect correlation overlaid on the production timeline
  • AI root cause summary generated automatically
  • Share clips and findings with your team instantly
Factory Playback
Ops Moto
Ops Moto

AI visibility across every site

COO-level AI briefings, anomaly detection, and cross-site performance analytics — surfaced automatically, no digging required.

Cognite + Tulip Demo
Partner · Cognite

Industrial data meets Tulip AI

Asset intelligence, equipment telemetry, and AI-driven insights from Cognite surfaced directly inside your Tulip workflows.

Article Agentic AI on MES: The Executive Playbook for the Next Era of Manufacturing Leadership

How operations leaders can harness agentic AI to drive measurable outcomes across the enterprise — from the factory floor to the boardroom.

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Featured Agents

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Ready to Evolve?

This map is just the starting point. Whether you're optimizing a single cell or orchestrating a global enterprise, Tulip AI provides the building blocks to design without limitations.

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