Alleantia Agents
Alleantia Agents brings AI agents for knowledge, data analysis and specialized tasks to the factory. They enrich machine data with your people’s experience and make it available to everyone on the shop floor.
Your data
PLCs and CNCs IoT sensors MES and ERP DocumentationSample data
Reused and shared
Line 1Line 3Line teamSample data
Reused and shared
Plant manager APlant manager BMonthly reportSample data
Reused and shared
Oven 1Oven 2MaintenanceSample data
Reused and shared
Line 2Line 3Energy managerSecure by design•Grounded in data•Production-ready
Alleantia Agents works on real data from your machines and on your factory’s knowledge, with each user’s permissions: it connects data, documents and experience to handle even the most complex tasks and, when information is missing, it asks for it instead of making it up.
A single knowledge base
Documents, machine data, production events and people’s experience flow into a single knowledge graph, available to everyone on the shop floor.
Graph path
Sample data
12 entities · 16 relationships
KNOWLEDGE GRAPH
Upload manuals, data sheets and procedures to the platform. The Knowledge Agent analyzes them, links them to the machines and concepts in the knowledge graph and makes them searchable in natural language.
Alleantia Core connects machines of any brand and protocol and makes telemetry available in a structured, standardized way. The agents read states, alarms and process parameters and answer with the real numbers from the shop floor.
Production orders, downtime reasons and maintenance work explain what happens on the line. With Alleantia Insights and the Connectors to your business systems, the agents know what was being produced, why a line stopped and when the last maintenance was done.
Operator notes, fault fixes and best practices go into the knowledge graph. What an experienced technician knows becomes an asset for the whole department, shared according to each user’s permissions.
Custom analysis
Describe the analysis you need in plain words: the Coder Agent writes the insight, the Analyst Agent schedules it as a routine and Alleantia Insights runs it on your machine data. Results arrive as reports, notifications or in the dashboard you already use.
Everyday support
Finding a data point, a manual or an alarm’s history no longer takes hours. The agents know your machines and processes: they answer the shop floor’s questions, reason over the data and prepare the analyses you need. So your team can focus on the work that improves production.
Continuous analysis
Many production decisions are still made on gut feeling. The agents run your analyses continuously, surface trends and anomalies and let you explore the data however you like. Every choice you bring to management is backed by verifiable numbers.
The agents
Reliable, data-grounded, extensive and fast support, for ad hoc analysis and continuous routines.
Knowledge
Retrieves and manages structured documents and informal knowledge about machines, together with IoT and context data, and creates the AI-ready information layer.
Analysis
Mediation agent that manages people’s interactions with machine knowledge, Alleantia Insights and LLMs.
Vertical expertise Coming soon
Agents that deliver services to customers, in whole or in part. Each one specializes in a domain: energy, maintenance, performance.
How they work
The Knowledge Agent is the most complex of the group. It analyzes the documents uploaded to the platform and the connected data sources, starting with the telemetry database.
The Analyst is the agent built for the people who use the platform. Through a familiar chat interface, you can request a one-off analysis or create persistent analysis plans.
Governance and security
Choose the model, decide who accesses what and verify where every answer comes from. The agents work on your factory’s knowledge and keep it protected.
Your documents, procedures and operator experience stay yours. External LLMs never see real names or data values.
Every person and every agent accesses only the data, documents and machines they are authorized for.
Frontier LLMs in the cloud or local LLMs, based on your security and cost requirements. With local models, data never leaves your company.
Every answer starts from machine data and the knowledge graph and shows where it comes from, so people on the shop floor can verify it.
The code written by the Coder Agent goes into the Alleantia Insights library: you can read it, edit it and schedule it like any other insight.
The agents optimize model usage and reduce token consumption, even as AI becomes part of everyday shop floor work.
The platform
Alleantia makes reliable industrial AI possible on the shop floor, with a complete machine-to-AI platform open to customers, integrators and ISVs.
Let’s talk
Book a demo with an Alleantia expert: together we’ll see how the agents can work on your factory’s data and knowledge, with the LLM of your choice.
Installation in your infrastructure, on a couple of virtual machines.
Machines, business systems and documents connected, first agents at work on your data.
A first department with factory knowledge and AI agents at work.
Frequently asked questions
It’s module 3 of Alleantia Industrial Intelligence. It uses the power of LLMs to build and use factory knowledge, with agents for knowledge, data analysis and specialized tasks, supporting the people who work on the shop floor.
Alleantia Agents works with any LLM: cloud models or models running locally, chosen according to your security and cost needs.
The Knowledge Agent builds and safeguards factory knowledge from documents and data. The Analyst Agent is the interface people use to ask questions and create analyses. The Coder Agent writes and tests the insights the analyses need.
No. With the Analyst Agent you ask questions in natural language, and the Coder Agent writes and tests the code for the insights you need, directly in the platform.
The agents access only authorized data and documents, pass only the necessary context to the model and cite the sources of every answer. With local LLMs, data never leaves your company.
Yes. Insights and DAGs created by the agents go into the standard Alleantia Insights library and can be edited, scheduled and run like any other insight.