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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.

Factory Agents

Get the best out of your factory.
Rapid response
-40% Time to resolution
Issues caught and resolved in minutes, not hours. Less waste, downtime, and cost.
output
+6% Throughput
Produce more units per hour without adding shifts, headcount, or equipment.
profit
+9% Gross Profit
Measurable profit improvements across OEE, yield, throughput, and costs.
agent builder
You define the objective, and constraints; the Agent orchestrates the required models, tools, and troubleshoots across complex, multi-step workflows.
Behind the scenes, Juna explores all relevant data sources, troubleshoots edge cases, and writes the full agent logic. In about a minute, you have a fully defined agent.
See exactly what each agent did, what data it used, what it recommended, and why. Override anything. Adjust the guardrails. Full traceability, end to end.
With a click, your agent runs against the trigger and constraints you set, whether that is continuously, every 4 hours, at 7am daily, or on a specific event like a quality deviation.
Agents do not just surface issues, they take action. Produce reports, update plans, write work orders, control machines all within the guardrails you set.
Factory agent features

Real impact across
each critical function

process

Run at your best conditions, every time

Your agent finds the operating conditions that delivered the best results in past runs for the current product and conditions. It explains why those settings worked, recommends how to apply them today, and where you let it, sets the parameters.
  • +4% throughput
  • +9% production stability
  • -80% time effort
energy

Cut energy costs in real time

Your agent monitors plant consumption and wholesale market signals continuously. Surfaces windows where pausing or shifting equipment is more profitable than running it.
  • -18% energy cost
  • -9% CO₂ & SO₂ emissions
  • 100% energy transparency
Production

Find and remove production bottlenecks

Your agent reconstructs every rate loss and downtime event, attributes each one to a cause, and surfaces the constraints actually limiting production. More output from the same equipment, every shift.
  • +4% throughput
  • -80% time effort
quality

Resolve quality issues before they cost you

The moment quality drifts out of spec, your agent runs the analysis. It pulls raw material inputs, process conditions, and operating history from recent hours and surfaces the cause with the data attached.
  • 10x faster root cause analysis
  • -20% off-spec output
  • +10% first-pass yield 
reliability

Get critical assets back online and keep them there

When an asset trips, your agent pulls together sensor data, maintenance logs, and inspection reports to surface the likely cause and the fastest path back to production. It then reasons on what to change so the same failure does not happen again.
  • -40% mean time to resolution
  • 10x faster root cause
agent usecase examples

Your factory at full potential,
every shift

collaborate with ease

Share agents across your team or factory

Once an agent is built, share it with a colleague, a team, or the whole organisation in one click. The same agent works across plants and people, no rebuilding from scratch.
gain time for strategic work

Automated reports, briefings, and handovers

Pre-built tools enable agents generate the daily reports, meeting briefings, and shift handovers your team coordinates on. Always ready, always up to date, delivered straight to Teams, email, or your dashboard.
connect to your systems

Work where you already are

Agents deliver alerts, reports, and recommendations to wherever your team already works: Teams, email, group chat, SAP work orders, or straight into a dashboard. No new tab to check.
optimise every asset

Library of pre-built agents, ready to work

A growing library of 250 agents ready to deploy from day one. Examples include root cause analysis,  parameter monitoring, energy optimisation, and more. Each one is configurable to your plant.
Industries

Designed for the world’s most demanding industries

chemicals
food & beverages
cement
pulp & paper
glass
Pharma
fmcg
Industrial Manufacturing
chemicals
food & beverages
cement
pulp & paper
glass
Pharma
fmcg
Industrial Manufacturing
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.

all resources
newsarticle 11 Mar Juna AI Recognized by Gartner in Two Major Research Publications article 09 Mar Future-Proofing Manufacturing Operations With AI article 03 Mar Introducing Juna’s Agentic Factory OS: The AI Platform to get more out of your factory

Run your machines at the optimum.

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