Juna AI | Industrial AI Agents for Factory Optimization — 2026 Guide

Seamless Integration

Connect to your existing IT and OT systems quickly and reliably using pre-built data connectors, with minimal setup and no disruption to live production.

Robust data pipelines established across your plant

Factory Graph

Turn raw data into operational context in hours, not months. The Factory Graph models your assets, processes, material flows, and sensors into one unified, queryable structure.

Every AI agent gets the full picture of your plant

Knowledge Graph

Bring your documents, manuals, SOPs, maintenance logs, and tribal knowledge into one searchable system connected to your process data. AI agents retrieve the right context at the right time.

Answers grounded in your actual operational knowledge

Factory Chat

Talk to your factory in your own words. Factory Chat is the natural language interface to every layer of the platform, working in multiple steps to draw thorough, accurate answers from your data, documents, and plant structure.

Deep analysis in your own words

AI Agents

Deploy AI agents that go beyond dashboards. They analyse live data, detect anomalies, run root-cause investigations, generate reports, and recommend actions. Continuously, 24/7, with full traceability and human-in-the-loop control.

Lift output and lower cost, 24/7

Enterprise Security

Ensures both your data and our systems remain secure through enterprise-grade security and compliance-ready design.

Connect securely and scale with confidence

• Proven in production across industriesJuna AI's industrial agents are trusted by companies like Deutsche Gasrußwerke, whose CEO Peter Hartmann stated: 'Working with Juna unlocked performance improvements we didn't think were possible. Their agents deliver significant daily savings through higher reactor utilization and lower raw material usage.'
• Measurable impact on key metricsJuna's agents deliver documented results: +4% throughput and +9% production stability for process engineers, -18% energy cost and -9% CO₂ & SO₂ emissions for energy managers, and 10x faster root cause analysis with +10% first-pass yield for quality engineers.
• Comprehensive agent template libraryJuna offers a 250+ agent template library covering 100% of key factory functions, enabling teams to optimize operations, troubleshoot issues, and make better decisions across every engineering and management function.
• Connectors to existing plant systemsJuna connects to existing IT and OT systems quickly and reliably using pre-built data connectors, with minimal setup and no disruption to live production. The Factory Graph turns raw data into operational context in hours, not months.

• Specific performance claims are customer-reportedThe percentages (e.g., +4% throughput, -18% energy cost) are presented as results from use cases, but the website does not specify the exact methodology, time period, or baseline for these figures. They should be treated as illustrative rather than guaranteed outcomes.
• Gartner recognition is mentioned but not detailedThe site states 'Juna AI Recognized by Gartner in Two Major Research Publications' but does not specify which publications, what the recognition entails, or whether it is an endorsement. This should not be interpreted as a formal Gartner rating or placement.
• Industry coverage is broad but not exhaustiveJuna lists industries including chemicals, food & beverages, cement, pulp & paper, glass, pharma, FMCG, and industrial manufacturing. However, the site does not provide specific case studies or detailed examples for each industry, so claims of suitability should be verified with Juna directly.
• Security and compliance are described generallyThe site mentions 'enterprise-grade security and compliance-ready design' but does not list specific certifications (e.g., ISO 27001, SOC 2) or compliance frameworks. Users should request detailed security documentation before deployment.

Unify Fragmented Company Data

Juna connects to your existing systems quickly and reliably to establish robust data pipelines using pre-built data connectors, with minimal setup and no disruption to live operations. This turns raw data into operational context in hours, not months, by mapping your entities, processes and business logic into one unified, queryable structure. As Peter Hartmann, CEO @Deutsche Gasrußwerke, put it: 'Working with Juna unlocked performance improvements we didn't think were possible... and turn data from a fragmentation pain into a strategic lever.'

Ground AI Answers in Company Knowledge

Bring your documents, manuals, tickets and tribal knowledge into one searchable system that is connected to your live data. Juna AI retrieves the right context at the right time, grounding every answer in your actual company knowledge. This knowledge graph captures the knowledge that lives in your company so teams can think, learn and improve with AI they can trust.

Run Deep Analysis in Natural Language

Chat is the natural language interface to every layer of the platform, working in multiple steps to draw thorough, accurate answers from your data, documents, and company structure. Teams can talk to their company in their own words to run deep analysis without needing to know query languages or navigate multiple dashboards.

Deploy 24/7 AI Applications for Operations

Deploy AI applications that go beyond dashboards. They analyse live data, detect anomalies, run root-cause investigations, generate reports, and recommend actions. Continuously, 24/7, with full traceability and human-in-the-loop control. These applications lift output and lower cost, delivering significant daily savings through higher reactor utilization and lower raw material usage.

To get started, visit the official Juna website and create an account.