Task knowledge disappears
The operator remembers the setup, the engineer remembers the code path, and the reasoning between them gets lost.
Aurevix turns operator demonstrations into reviewable robot task records: task intent, simulation, controller code, deployment evidence, and an Automation Passport your team can reuse across robots and sites.
This walkthrough makes the Aurevix workflow more concrete: how a real demonstration becomes a reviewable task record, what gets validated before hardware moves, and how the Automation Passport stays attached to the deployment.
Every SKU change, fixture update, layout shift, or process improvement creates the same handoff problem: the operator knows the task, the engineer needs context, the integrator needs details, and the safety owner needs evidence. Six months later, nobody remembers why the program was built that way.
The operator remembers the setup, the engineer remembers the code path, and the reasoning between them gets lost.
The generated program rarely explains what was demonstrated, what was assumed, or what still needs review.
Small fixture shifts and routine retasking requests still turn into multi-party intake, coordination, and rework.
Capture a real operator demonstration, plus the workcell details the reviewer will need later.
Turn the demonstration into an operator-readable task plan with assumptions, constraints, and sequence.
Check reachability, order, and workcell assumptions before any hardware moves.
Generate controller-ready artifacts for supported workflows instead of trapping logic in a black box.
Assemble the checklist, simulation result, assumptions, and export package into one review surface.
Keep the qualified reviewer, engineer, and safety owner in the loop before deployment.
Save a reusable task record with version history, reuse constraints, and what was actually approved.
Every taught task becomes a portable record of the demonstration, inferred intent, workcell assumptions, generated controller code, simulation result, evidence checklist, reviewer decision, version history, and reuse constraints.
Aurevix makes integrators faster by giving them better task intake, clearer assumptions, and reviewable deployment artifacts.
| Category | Traditional integrator / teach pendant | Offline programming tools | Hardware-native robot platforms | Aurevix |
|---|---|---|---|---|
| Starting point | Engineer interpretation | CAD / offline pathing | Vendor-specific setup flow | Operator-readable task capture + evidence package + Automation Passport |
| Who can capture task context | Engineer or integrator | Technical programmer | Robot-specific user | Operator, engineer, reviewer, integrator |
| Review before motion | Varies by project | Simulation-focused | Controller-centered | Human-gated with explicit review artifacts |
| Cross-vendor task memory | Usually manual | Limited | Vendor-bound | Vendor-neutral task record layer |
| Evidence package | Ad hoc | Partial | Platform-specific | Built into the workflow |
| Reuse across sites | Project by project | Model dependent | Within vendor constraints | Allowed when assumptions and evidence still hold |
| Integrator relationship | Core delivery partner | Technical support partner | Vendor ecosystem | Clearer intake and faster handoff for integrators |
Aurevix supports your existing safety process. It does not certify the workcell, replace risk assessments, or remove the qualified person from deployment decisions.
We are working with a small number of industrial teams to validate one constrained task through the full Aurevix workflow: demonstration, task intent, simulation, controller export, evidence package, human review, and measured before/after retasking time.
Supported workflow targets
Supported workflow targets
Design-partner validation in progress
Roadmap integrations
Captured in task record
Per supported workflow target
Task complexity, robot type, workcell readiness, support load, and evidence requirements vary.
Validate one constrained task end to end with the trust loop, evidence package, and Automation Passport.
Scope one cell or task family with deployment evidence, reuse rules, and guided review workflows.
Use Aurevix as a clearer task-intake, evidence, and reuse layer across customer deployments.
Start with constrained, repeatable task changes: pick/place, machine tending, signal-wait workflows, packaging movement, fixture-based handling, and inspection positioning. Aurevix shows what is ready, what needs review, and what is blocked before hardware moves.
Separate from the main Aurevix retasking workflow, KineTrace supports robotics dataset annotation and evidence review for ML teams.
No. Aurevix is human-gated. It generates reviewable task plans and code, but deployment remains subject to your existing safety and approval process.
No. Aurevix helps factories and integrators work from better task records, clearer assumptions, and reusable evidence packages.
Constrained, repeatable task changes such as pick/place, machine tending, signal-wait workflows, packaging movement, fixture-based handling, and inspection positioning.
A versioned task record containing the demonstration, task intent, workcell assumptions, generated code, evidence status, reviewer decision, and reuse constraints.
Aurevix is designed as a vendor-neutral task layer. Supported workflows can be exported to selected robot/controller formats, with deployment validation handled through the customer's normal process.
It should surface the blocker instead of pretending the task is deployable: missing evidence, unclear workcell assumptions, reachability issues, or reviewer gating.
The task record can include the demonstration source, inferred task intent, assumptions, simulation result, controller export package, reviewer decision, change log, and reuse constraints.
Aurevix is meant to show what can be reused, what needs revalidation, and what is blocked because the original assumptions no longer hold.
The workflow is built for operators, engineers, qualified reviewers, plant leaders, and integrator partners who all need the same task context for different decisions.
Yes. The point of the Automation Passport is to preserve version-bound task history so teams can understand what changed, who reviewed it, and what was approved.
Yes. Aurevix is designed to improve task intake and reuse for integrators, not cut them out of complex deployment work.