The human sends what changed, not the full specification again.
METACORE FIELD · OEM TRANSFORMATION PILOT
YOU BUILT THE ROBOT.WE BRING THE FIELD.
THE OPERATIONAL COHERENCE LAYER FOR PHYSICAL AI
Bring one robot. Bring one engineer. Choose one real task. We benchmark the existing system, connect MetaCore Field through an approved integration surface, repeat the task under the same safety envelope and measure the DELTA.
CONTEXTOPERATIONAL MEMORYREFLECTIONEVIDENCEHUMAN AUTHORITYVALIDATED LEARNING
01 · HUMANIntent DeltaYou tell us what changed.
02 · CONTEXTContext CompilerRelevant state, rules and history.
03 · INTENTOperational IntentReconstructed with boundaries.
04 · ACTIONSafety GatesApproved execution envelope.
05 · PROOFEvidence & ReflectionEvery run is verified.
06 · MEMORYValidated MemoryKnowledge becomes capability.
You don’t resend the world. You tell MetaCore what changed.
How MetaCore Field works
Persistent shared state turns short human intent into bounded operational meaning.
MetaCore Field does not replace robot firmware, ROS2, PLC logic, motion control or hard safety. It preserves the operational world around them: task meaning, history, evidence, authority, failures, recoveries and engineering decisions.
Freshness, provenance, configuration and relevant context are resolved.
Contradictions, authority and compatibility are bound to the task.
Read-only or bounded action is selected inside the approved envelope.
The native controller and local safety systems remain in command of motion.
Verified outcomes return to engineering and company operational knowledge.
Compression without state validation is dangerous. If the robot revision, tool, calibration, authority or critical context changed, MetaCore should not silently reuse yesterday’s state — it should surface the mismatch and expand the dialogue.
The MetaCore Robot Transformation Pilot
One robot. One engineer. One real task.
The pilot is designed to answer one question with evidence: what changes when the same robot and the same task gain MetaCore Field?
Bring your platform
Physical robot, development kit, approved remote access, SDK/API or simulator. Integration scope is validated first.
Freeze one real task
Define task, environment, acceptance criteria, safety envelope, configuration and evidence requirements.
Run BEFORE / AFTER
Measure the current baseline, connect MetaCore read-only first, then repeat under comparable conditions.
Review the DELTA
Compare engineering effort, retries, interventions, recovery, continuity and validated knowledge reuse.
Your robot today
- Task execution and current control stack
- Existing logs / telemetry / engineering workflow
- Current context reconstruction effort
- Current failure and recovery process
- Current handoff between robot and engineer
+METACORE FIELD
The same robot with the Field
- Maintains operational context
- Preserves operational memory
- Adapts through validated learning
- Evidence-linked reflection and recovery
- Human–machine coherence with explicit authority
What we measure
No magic percentage. We measure your DELTA.
Every claim is tied to the exact platform, configuration, task and evidence set. Results from one pilot are not silently generalized to another robot.
Time spent re-explaining, rebuilding context and repeating known work.
How quickly the team can continue after a shift, day, week or agent handoff.
Task retries, human interventions, failed iterations and recovery time.
How much verified operational knowledge can be reused without repeating discovery.
Whether important decisions, changes and outcomes remain explainable and auditable.
Built for serious OEM deployment
Keep your robot stack. Add the missing coherence layer.
The preferred first integration is non-invasive and read-only. Write-capable actions are considered only after the interface, authority model, rollback path and safety case are explicit.
Non-invasive integrationOverlay layer. No need to rip and replace.
Your safety architectureHard safety remains local and independent.
Edge or cloudDeployment follows operational and data-boundary needs.
Full traceabilityImportant actions, decisions and evidence remain linked.
Role-based authorityRight people. Right access. Explicit human gates.
Open integration surfaceSDK/API, ROS2, telemetry and bounded industrial interfaces where validated.
Technical fit · first gate
Before we touch the robot, we define the boundary.
A good pilot starts with a small, exact scope. Send enough information to establish compatibility and avoid speculative integration work.
Pilot intake
Company / lab / integratorRobot platform + revisionFirmware / software versionsSDK / API / ROS2 / simulatorAvailable telemetryOne real taskCurrent acceptance criteriaSafety interface / constraintsCalibration / tool / payloadTechnical counterpart
Founding OEM / Physical AI partners
LET’S BUILD THE FUTURE OF HUMAN–MACHINE COHERENCE.
You built the robot. We bring the Field. Together, we make the operating system around the machine more coherent, traceable and adaptive.