The operating brain for the physical enterprise.
Praxilon connects your plants, outlets and systems, builds a living model of how your business actually works, and deploys governed AI agents that explain what happened, predict what's next and help your teams act inside your own infrastructure.
- Runs on-prem or private cloud
- Human approval on every action
- Live in weeks
Deployed with operators across manufacturing, F&B and healthcare
Your business has data. It doesn't have context.
Every plant, outlet and department runs on its own systems. The meaning of the data which machine made which batch, which supplier feeds which line, which SOP applies to which shift lives in people's heads. That is why reports arrive late and AI pilots stall.
Meaning is scattered
ERP, MES, POS, sensors and documents each describe a slice of the business. Nothing connects them into one model.
Data engineering can't keep up
Static schemas and pipelines break every time a product, plant or process changes. The model is outdated before it ships.
AI without context guesses
Copilots on top of raw data give confident answers with no evidence. Operations leaders can't act on that.
From dashboards to an operating brain.
Dashboards
Tell you what happened, weeks later.
AI copilots
Answer questions, but don't understand your operations.
Operating brain
Understands your business, predicts what's next and acts with your approval.
Four layers. One brain for your operations.
Connect
Connector agents plug into ERP, MES, SCADA, POS, HRMS, IoT and documents without replacing them.
Model
A living Operational Ontology maps every entity, relationship, event and rule in your business, governed by your domain experts.
Reason
A governed swarm of specialised agents monitors, investigates, forecasts and recommends every answer backed by evidence.
Act
Approved actions flow back into your systems and workflows, with a full audit trail.
Outcomes and expert feedback make the model smarter.
A model of your business that evolves with it.
Most AI projects fail because nobody defined what the data means. Praxilon builds a domain-driven ontology of your operations your entities, their relationships, the events that change them and the rules that govern them. It updates as your business changes, and your experts stay in control of every definition.
Entities machines, batches, outlets, suppliers, staff, SOPs
Relationships what feeds what, who owns what, what affects what
Events downtime, deliveries, sales, shifts, incidents
Rules and KPIs your definitions of OEE, wastage, margin and compliance
Specialised agents that work like your best operations team.
Each agent has one job, reads from the same ontology, and hands work to the others. Nothing acts without the permissions and approvals you set.
Monitor
Watches every signal and flags exceptions as they happen.
Investigate
Traces root causes across systems and shows the evidence.
Forecast
Predicts demand, downtime, delays and cost overruns.
Recommend
Proposes the next best action with its expected impact.
Execute
Carries out approved actions in your systems.
Knowledge
Answers from SOPs, contracts and policies with citations.
Monitor → Investigate → Forecast → Recommend → Approve → Execute → Learn
Illustrative outputs
Ask your operations anything. Get answers you can act on.
Ask Praxilon questions in everyday language and receive answers supported by relevant business information and evidence.
Every kind of answer, from one brain.
What happened?
Descriptive
Why did it happen?
Diagnostic
What will happen?
Predictive
What should we do?
Prescriptive
Do it, with approval
Governed action
Most tools stop at step 1. Praxilon is built for steps 3 to 5.
Built around the way your industry works.
Run smarter plants. Make better operational decisions.
OEE · scrap and rework · unplanned downtime · supplier delays · inventory days
Explore Manufacturing| Outlet | Labour | Signal |
|---|---|---|
| Outlet 04 | 22% | On plan |
| Outlet 11 | 31% | Above plan |
| Outlet 18 | 24% | On plan |
Understand every outlet. Improve every operation.
Food and labour cost % · wastage · stock-outs · outlet consistency · franchise performance
Explore Retail & F&BWhat is the incident escalation process?
Notify the shift lead, log the incident and route it to the authorised reviewer.
Make healthcare knowledge easier to access.
SOP compliance · time to answer · document turnaround · operational bottlenecks
Explore HealthcareNot another dashboard. Not another chatbot.
| Capability | BI dashboards | Generic AI copilots | Custom data projects | Praxilon |
|---|---|---|---|---|
| Understands relationships across systems | ||||
| Adapts as operations change | ||||
| Predicts, not just reports | ||||
| Evidence behind every answer | ||||
| Takes governed action | ||||
| Runs in your infrastructure | ||||
| Time to first value | Months | Days | 6–12 months | Weeks |
Your data, your model, your infrastructure.
Praxilon runs where your data lives on-premise, private cloud or hybrid. Your ontology and everything the agents learn stay yours.
- Data ownership
- Controlled access
- Tenant isolation
- Human approvals
- Auditability
From first connection to working brain in weeks.
- 1
Week 1–2
Connect
Connect 3–5 core systems for one site.
- 2
Week 3–5
Model
Build and validate the ontology with your domain experts.
- 3
Week 6–8
Agents live
Monitor, investigate and forecast agents running on your top questions.
- 4
Week 9+
Scale
Add sites, use cases and governed actions.
Give your operations a brain.
Start with one plant, one region or one painful question. We'll connect the data, build the ontology and show you answers in weeks, not quarters.