modules
Perception, Fusion and Validation
Make machine perception usable without pretending a model output is already physical truth.
A vision model flags a defect that one sensor sees and another does not. MAXACOR keeps the raw observations, calibration, model release and review decision together until the evidence is strong enough to act. Prometheus owns model internals and releases; MAXACOR owns embodied evidence, validation and safety-bounded use.
When it matters
A vision model flags a defect that one sensor sees and another does not. MAXACOR keeps the raw observations, calibration, model release and review decision together until the evidence is strong enough to act.
data Viz
data View
section: module-scene
Section 1
col Title: Perception Evidence
col Cont: A defect candidate remains traceable to the exact image, model and inspected unit. Reviewers can challenge the result without losing the source observation.
Section 2
col Title: Sensor Fusion
col Cont: Vision, force and position sensors disagree during assembly. The system shows the competing evidence instead of averaging away the fault.
Section 3
col Title: Calibration and Validation
col Cont: A camera remains online after its calibration expires. The feed can stay visible while automated quality use is blocked.
Perception, Fusion and Validation
data View: maxacor-perception-validation:submodules
Perception Evidence
desc: Attach detections and inferences to their source, model, frame, time and physical context.
link: /sub-modules/maxacor-perception-evidence
Sensor Fusion
desc: Combine compatible observations while preserving disagreement and source health.
link: /sub-modules/maxacor-sensor-fusion
Calibration and Validation
desc: Gate physical use on calibration, tolerance, drift and validation evidence.
link: /sub-modules/maxacor-calibration-validation
Perception Evidence
action: Attach detections and inferences to their source, model, frame, time and physical context.
mechanism: A defect candidate remains traceable to the exact image, model and inspected unit.
workflow role: A defect candidate remains traceable to the exact image, model and inspected unit.
operational outcome: Reviewers can challenge the result without losing the source observation.
maturity: specified
evidence: MAXACOR Part 7, §§1–14.
Section 1
Operations team
Section 2
Engineering team
Section 1
Qualified physical state
Section 2
Current work context
Section 1
Evidence-bearing operational disposition
Section 1
A model score is not an accepted defect disposition.
Sensor Fusion
action: Combine compatible observations while preserving disagreement and source health.
mechanism: Vision, force and position sensors disagree during assembly.
workflow role: Vision, force and position sensors disagree during assembly.
operational outcome: The system shows the competing evidence instead of averaging away the fault.
maturity: specified
evidence: MAXACOR Part 7, §§1–14.
Section 1
Operations team
Section 2
Engineering team
Section 1
Qualified physical state
Section 2
Current work context
Section 1
Evidence-bearing operational disposition
Section 1
Fusion cannot invent calibration or time alignment.
Calibration and Validation
action: Gate physical use on calibration, tolerance, drift and validation evidence.
mechanism: A camera remains online after its calibration expires.
workflow role: A camera remains online after its calibration expires.
operational outcome: The feed can stay visible while automated quality use is blocked.
maturity: specified
evidence: MAXACOR Part 7, §§1–14.
Section 1
Operations team
Section 2
Engineering team
Section 1
Qualified physical state
Section 2
Current work context
Section 1
Evidence-bearing operational disposition
Section 1
Connectivity does not establish measurement validity.