industrial agents

A New Paradigm For Industrial Operations

Juna powers factories with specialized AI agents that own critical production functions. Each agent delivers immediate value on its own. Together, they form a coordinated system that continuously optimizes the entire operation.
why juna.ai

Typical results customers achieve with Juna's Agents

Output
+6% Throughput
Produce more units per hour without adding shifts, headcount, or equipment.
Sustainability
-15% Energy Cost
Reduce kWh and cost per unit without compromising throughput or quality.
Profits
+9% Gross Profit
Measurable profit improvements across OEE, yield, throughput, and costs.

Production Scheduling Agent

Continuously optimal production plans that maximize throughput, utilization, OTIF, and profits.
productivity
+12% Utilization
Proactively adapt to changes in disruptions and optimize sequencing
Cost
-6% Variable Cost
Reduce energy cost, CO2 cost, material waste, and inefficient blend combinations.
Planning Time
-95% Planning Time
Automate planning and rescheduling, reducing manual effort to near zero.
Agentic Production Scheduling
The agent connects to your real-time data and generates optimal production plans that maximize throughput, utilization, on-time delivery, energy costs, and profits.
Breakdowns, sick leave, rush orders, material delays — schedules update automatically to stay feasible and aligned.
Simulate different scenarios and schedules and see their direct economic impact.
The agent dynamically selects the most cost-efficient blend and recipe compositions while respecting quality specs and availability.
The agent learns from historical runs and live interfaces by using actual cycle times, energy cost, and material instead of assumptions.
Production plans account for material availability, storage, orders, and logistics and feed reliable updates back to downstream teams

Process Engineering Agent

Continuously optimizes machine settings and process parameters to maximize yield, throughput, and energy efficiency.
stability
+10% yield
Produce more from less by reducing variability, drift, and waste
performance
+5% Throughput
Unlock hidden capacity through optimal setpoints and operating regimes.
efficiency
-15% Energy
Reduce energy consumption without sacrificing quality or output
Process Engineering Agent
The agent continuously recommends optimal setpoints and operating targets, maximizing yield, throughput, and energy efficiency under real constraints.
Run standard process engineering routines automatically — from daily process performance monitoring and root-cause analysis to SOP compliance checks and action-ready reports.
Predicts non-measurable or delayed quality and process variables in real time using live sensor data and advanced AI models that enable earlier intervention.
Instant visibility into process performance, constraint violations, and efficiency losses. Clear explanations of what’s happening and why.
The Agent analyzes historical batches and operating regimes to identify root causes of deviations, losses, and best-performing process parameters.

Resource Intelligence Agent

Cuts waste, counteracts inefficiencies, and boosts performance. Enabled by real time insights into the transformation from resources to products.
Energy Cost
-15% Energy spend
Shifts and shapes consumption and cuts wasteful consumers.
Resource Consumption
-4% Variable Cost
Reduces waste across energy, utilities, and raw materials.
Transparency
100% Insights
From site level down to machines, batches, and products.
Resource Intelligence Agent
The agent continuously analyzes every relevant energy, utility, and material flow across the factory.
The agent identifies wasteful energy, utility, and material usage and proactively recommends or triggers corrective actions before losses occur.
Get a complete breakdown of energy and resource consumption — from site level down to machines, lines, batches, and final products.
AI-based soft sensors estimate resource consumption and cost for machines, processes, and products, even where physical sensors are missing.
Connect directly to machines and sensors for a real-time overview of assets, resource usage, and operating states across your factory.
Industries

Designed for the world’s most demanding industries

FAQ

We answer your most
common questions

AI agents are autonomous software components that take ownership of specific production decisions — such as scheduling, process optimization, or resource usage.
They continuously observe the factory, evaluate tradeoffs, and act within defined objectives and constraints. Unlike dashboards or static optimization tools, agents operate continuously and adapt as reality changes.

No. Juna is built with human-in-the-loop by design.
AI agents recommend actions, update plans, and optimize decisions. But you always define objectives, constraints, and guardrails, and you decide what can be automated and what requires approval. Operators and managers keep the final say.

Juna connects directly to your existing landscape — ERP, MES, historians, PLCs, and sensors.
You don’t need to replace systems or clean all your data upfront. Juna builds a semantic layer on top of existing sources, validates data during integration, and works with the data you already have.

No.
Most factories don’t have perfect data, and Juna is built for that reality. The system combines live data, historical data, engineering knowledge, and learned behavior. You can start small and expand coverage as data quality improves.

Data security is a first-class concern.
Juna is ISO 27001 certified, fully GDPR-compliant, and runs isolated customer environments hosted in Germany. Data is never shared across customers, access is strictly controlled, and all integrations follow enterprise security standards

You’re not left alone.
Juna provides hands-on onboarding, technical support, and continuous collaboration. Our team supports integration, model validation, rollout, and ongoing optimization and stays involved as your use cases expand.

Most customers start with a focused Proof of Value.
We connect a limited set of systems, model a real production problem, and demonstrate measurable impact within weeks. From there, customers scale agents, plants, and use cases step by step.

Yes.
Each agent delivers value on its own. Many customers start with scheduling, process optimization, or energy use and expand later. The Agentic Factory OS ensures everything stays compatible as you scale.

No.
Juna operates on top of your existing equipment and automation. There’s no need to replace machines, PLCs, or control systems.

Initial results typically appear within weeks, not months.
A focused Proof of Value demonstrates impact quickly. From there, customers expand to additional lines, plants, or use cases at their own pace.

Our product

Learn how AI Agents can transform your production.

Run your machines at the optimum.