Robot engineering
Structure one engineering task around requirements, Engineering Persona, Robotics Core and verification evidence.
Pilot: one engineering taskMetaCore Field · Physical AI Operating Layer
You built the machine.MetaCore brings continuity around the work.
MetaCore Field combines Robotics Core, persistent Field and Engineering Personas, robot and fleet context, Digital Twin and telemetry, safety envelopes, bounded execution and verification evidence around Physical AI workflows.
Physical safety boundary. MetaCore operates above native controllers and hard safety. It does not bypass the robot's safety systems, turn a model output directly into a motor command or expand physical authority silently. Real-world execution requires an approved integration surface, explicit safety envelope and human-defined authority.
Field use cases
Start from one physical workflow you can measure safely.
These six paths come directly from the MetaCore Mission Router. Simulation, approved interfaces and explicit success / failure criteria come before broad physical execution.
Digital Twin
Represent one bounded asset with defined state, measurements, telemetry and evidence rather than an abstract visual replica.
Pilot: one bounded asset twinFleet coordination
Coordinate one simulation-first multi-agent task with Fleet Context, orchestration, failure injection and a safety envelope.
Pilot: one simulated fleet taskSensor / telemetry work
Build one telemetry chain with source identity, thresholds, anomaly context and verified event handling.
Pilot: one telemetry chainPhysical AI
Run one simulated or isolated physical task through an approved execution adapter and native safety controls.
Pilot: one bounded physical taskField research
Run one field study with defined measurements, telemetry provenance, review criteria and an Evidence Contract.
Pilot: one field studyHow it works
Intent → asset context → safety envelope → execution → verification → continuity.
Physical AI is not just another tool call. The operational path needs native safety, authority, telemetry and evidence around every real-world action.
Human Intent+Robot / Fleet Context+Robotics Core+Field Persona+Safety Envelope+Verification=MetaCore Field Operating Layer
01DefineFreeze the asset revision, task, environment and acceptance criteria.
02ObserveCapture telemetry, interfaces, current behavior and baseline evidence.
03BoundSet the integration surface, native safety, authority and rollback path.
04ExecuteRun the simulated, isolated or approved physical task within that envelope.
05VerifyCompare state, measurements, interventions, failures and recovery.
06ContinuePreserve validated experience, versioned history and unresolved engineering state.
Capability stack
What is actually underneath.
Models plan or interpret. Native controllers and approved adapters execute. MetaCore coordinates context, authority, evidence and continuity around them.
Robotics Core
Engineering workflow grounding, Physical AI methods, verification logic and integration discipline.
Field / Engineering Persona
Persistent operating role around the task, platform, team and engineering history. Not autonomous physical authority.
Robot / Fleet Context
Platform revision, environment, task history, interfaces, failures, interventions and validated experience.
Digital Twin + Telemetry
Measured state and provenance for a bounded asset, sensor chain or fleet workflow.
Safety Envelope
Native hard safety remains authoritative; MetaCore adds explicit task, authority and operating boundaries around it.
Execution Adapter
Approved SDK, API, ROS2, simulator or other integration surface that separates intent from raw actuation.
Verification Contract
Requirements, measurements, success, failure, recovery and human interventions remain reviewable.
The intelligence can change.
The operating system remains: context, safety boundaries, evidence, continuity and human authority.
Existing Field surfaces
The vertical routes into engineering depth and a real pilot program.
We separate the public category explanation from the deeper Robotics module and the bounded Field Transformation Pilot. No measured performance improvement is claimed here without pilot evidence.
Existing module
MetaCore Robotics
The live Robotics surface covers operational coherence, robot runtime, engineering integration, sensor fusion, Physical AI and transformation-pilot engineering depth.
Existing pilot program
Field Transformation Pilot
Bring one robot or approved integration surface, freeze the BEFORE baseline, connect MetaCore Field, repeat the same task and measure the DELTA.
Evaluation discipline
DELTA before scale.
Acceptance criteria, interventions, failures, recovery and resulting evidence should be compared before the scope grows.
Product path
Use the operating level the Field workflow actually needs.
Physical AI is a domain capability across the MetaCore product ladder. Workspace capacity and a custom industrial deployment are separate decisions.
MetaCore User
Account & servicesUse eligible Field services, pilot intake and account functions without a workspace subscription.
MetaCloud 1GB
Personal AI WorkspacePersistent engineering context, evidence files, outputs and Persona continuity.
Business Codex 50
Professional execution workspaceFor code, simulations, APIs, integration tooling, telemetry processing and bounded technical execution.
Enterprise Quantum 150GB
On requestHigher-capacity enterprise execution where real simulation, telemetry, data and project scope require it.
Individual Enterprise
Corporate & TeamWorkshop + Operator + industrial roles, robot / fleet integration, governance, process architecture and team deployment.
One measurable Field pilot
One robot. One real task. One explicit safety boundary.
Start small enough to measure honestly. Freeze the current system, agree the approved integration surface and acceptance criteria, repeat the same task through MetaCore Field and compare the evidence.
Task outcomeAcceptance criteria, completion, precision and repeatability.
InterventionHuman help, retries, stalls, recovery and escalation.
TelemetryMeasured state, anomalies, timing and source provenance.
Safety / controlNative safety preserved, authority bounded and rollback available.
Agents execute. Personas operate. MetaCore coordinates the system.
For Field, that means engineering intelligence around native safety, measured state, bounded execution, evidence and persistent operational context.