Guardrailed control
Human-set bounds on every actuator. Low-confidence decisions hold within safe limits and escalate.
Trust & security
Autonomy you can defend to an auditor
Panevex controls real machines making real modules. Every decision is grounded in physics, bounded by human guardrails, and logged with the evidence that justified it.
Guardrailedevery actuator
Traceableevery decision
On-premoption available
Principles
Safe by construction, not by policy
Grounded actions
Every set-point is justified by device physics — no ungrounded black-box moves on your line.
Full traceability
Each decision stores the perception and physics evidence that produced it, for audit and root cause.
Edge-local by design
The control loop runs on the factory edge, so it's resilient to network loss and free of cloud round-trip latency. Sensitive process data never has to leave your site if you don't want it to.
- Deterministic, bounded-latency edge control
- Resilient to network interruption
- Optional fully on-prem / air-gapped deployment
Data governance
Your process data stays yours
Data ownership
You own your line data. We never share process data across customers.
Deployment choice
Cloud, hybrid, on-prem, or air-gapped — you choose where models and data live.
Access control
Role-based access and full action audit trails for every operator and engineer.
Segregation
Fleet learning uses privacy-preserving abstractions, never raw customer recipes.
Audit exports
Per-module and per-decision records exportable for quality and compliance.
Hardened edge
Signed models and secure boot on every edge control unit.
| Control | Approach |
|---|---|
| Actuator safety | Human-set guardrails; hold-and-escalate on low confidence |
| Decision audit | Every action logged with physics + perception evidence |
| Data residency | Cloud, hybrid, on-prem, or air-gapped |
| Model integrity | Signed models, secure boot on edge units |
| Access | Role-based access control + full audit trail |
| Fleet learning | Privacy-preserving abstractions, no raw recipe sharing |
Panevex never takes an autonomous action it can't explain. If the physics and perception don't justify a set-point, the system holds and asks a human.
Role-based accessSigned modelsOn-prem optionFull audit trailData residency choice
Compliance
Ready for your quality and IT reviews
Audit-ready records
Per-module and per-decision logs exportable for ISO, IEC, and internal quality audits.
Least privilege
Role-based access with scoped credentials for operators, engineers, and admins.
Change control
Every model and policy update is versioned, reviewable, and reversible.
Reliability
Built to run 24/7 on a production line
<10 ms
Edge decision latency
24/7
Continuous operation
100%
Actions with audit trail
0
Cloud dependency in loop
Can Panevex run fully on-premise?
Yes. Enterprise deployments support on-prem and air-gapped configurations where no data leaves your facility.
What happens if the network goes down?
The control loop is edge-local and continues operating within its guardrails independent of network connectivity.
How do you prevent unsafe autonomous actions?
Every actuator has human-set bounds, every action is physics-grounded, and low-confidence decisions hold and escalate rather than guess.
Review our security with your team
We'll walk your security, quality, and operations stakeholders through guardrails, data governance, and deployment options.