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VINgeaux Known Limits

Known Limits

Understand what VINgeaux can help with, what it cannot guarantee, and which decisions still require inspection, authoritative information, or qualified professional judgment.

Product Posture

Governed

VINgeaux advises; a human approves every result.

Safety Boundaries

Limitations below you must personally verify before acting.

Current Boundaries

Capabilities VINgeaux doesn't provide yet.

User Review

Required

Every result needs a human check before use.

Before You Trust the Result

VINgeaux outputs are recommendations, not final determinations. Always verify before buying parts, repairing, installing, testing wiring, modifying the vehicle, or updating RestoreIQ project records.

You Must Verify Before Using

Before using any VINgeaux result, verify it against the actual vehicle, trusted references, appropriate tools, measurements, and qualified professional support when needed.

Page Index

Use these shortcuts to review what VINgeaux can and cannot do right now.

Current Limits Safety Rules Current Boundaries Check First

Plain-English Product Note

This page explains how to use VINgeaux responsibly. It is not a legal document, warranty, repair manual, fitment guarantee, or safety certification.

What VINgeaux Can and Can’t Do Right Now

These limits keep VINgeaux useful, honest, and safe. It can help organize and explain clues, but the user still makes the final project decision.

VINgeaux does not reproduce OEM diagrams

VINgeaux does not copy, store, display, recreate, or replace official OEM wiring diagrams, repair manual pages, copyrighted illustrations, or proprietary catalog pages.

Important

Wiring records are reference clues only.
Future diagrams should be original VINgeaux visuals created from licensed, public-domain, user-provided, or VINgeaux-authored information.
VINgeaux diagrams should never be treated as factory diagrams, OEM diagrams, or official service information unless properly licensed.

VINgeaux does not guarantee fitment

VINgeaux suggestions are helpful starting points. They do not guarantee that a part, connector, fastener, harness, or assembly fits a specific vehicle.

Important

Verify year, make, model, trim, drivetrain, options, measurements, mounting points, thread sizes, connector shape, and part numbers before buying or installing parts.
Treat every suggested match as a candidate, not a final answer.
A confidence score is helpful, but it is not the same as confirmed compatibility.

VINgeaux does not check live prices or inventory

VINgeaux creates vendor-neutral search terms and parts-finding guidance. It does not scrape vendor websites, check live availability, or compare real-time prices.

Review

Search terms are meant to help users research parts manually.
Vendor names, marketplaces, and source links should be treated as research paths, not confirmed offers.
Future live pricing should only be added through approved APIs, partner feeds, affiliate feeds, or other allowed integrations.

VINgeaux recommendations require human review

Every VINgeaux recommendation must be reviewed, accepted, edited, verified, or rejected by a human before becoming part of a trusted project record.

Important

Confidence scores are advisory.
Supporting records explain why VINgeaux made a recommendation, but evidence does not replace inspection.
Rejected recommendations may still be useful as review history and should not be treated as product failures.

VINgeaux is not a factory wiring manual

VINgeaux wiring reference information is not official repair information, not a wiring diagram replacement, and not a safety-certified electrical instruction set.

Important

Do not energize unknown circuits based only on VINgeaux wiring clues.
Always verify wire color, gauge, pin position, continuity, fuse protection, load rating, ground path, and related systems.
Modern vehicle wiring may involve modules, CAN-connected systems, body control logic, or other electronics that require extra care.

VINgeaux photo identification may require additional context

Photo-identification quality depends on image clarity, vehicle context, visible identifiers, configured processing mode, and available supporting evidence.

Current boundary

Vehicle context, known assembly, user notes, visible identifiers, and available media signals all influence the result.
VINgeaux may request additional images, measurements, identifiers, or human review when evidence is incomplete.
A low-confidence result must remain a candidate until the user verifies the actual component.

VINgeaux does not replace professional judgment

VINgeaux is a project assistant and intelligence-support tool. It is not a certified mechanic, engineer, electrician, safety inspector, or repair authority.

Important

Brakes, steering, suspension, fuel systems, electrical systems, restraint systems, and structural repairs require careful verification.
Use appropriate service information, tools, measurements, torque specifications, safety procedures, and qualified professional support where needed.
VINgeaux should support better decisions, not replace inspection or professional responsibility.

VINgeaux does not change RestoreIQ without approval

VINgeaux can generate RestoreIQ-ready previews, but it does not directly change RestoreIQ project records without a controlled approval boundary.

Current boundary

RestoreIQ remains the official project record.
VINgeaux creates helpful recommendations and preview information.
The user must decide what becomes part of the official RestoreIQ project record.

Safety and Trust Boundaries

These principles govern VINgeaux across standalone use, RestoreIQ-connected workflows, and supported integrations.

Use clues, not copied protected material

VINgeaux should store structured facts, relationships, supporting records, confidence scores, and review status instead of copying protected source materials.

Show why VINgeaux made the recommendation

Every inferred fact should eventually point to support such as user context, uploaded media, public references, licensed sources, original VINgeaux records, or human review.

Keep the user in control

VINgeaux should assist users by generating candidates and questions, not silently convert recommendations into official project truth.

Stay vendor-neutral

VINgeaux should generate search terms and research paths without implying preferred vendor status, live availability, confirmed pricing, or confirmed fitment.

Create original wiring views only

Future wiring visuals should be original, metadata-driven VINgeaux views and should not be positioned as OEM, factory, or official service diagrams.

RestoreIQ remains the official project record

VINgeaux can enrich RestoreIQ with part candidates, sourcing terms, wiring clues, and supporting records, but RestoreIQ should store the confirmed project truth.

Current Boundaries

These capabilities are not presented as current guarantees. Their availability depends on configured providers, approved data sources, vehicle coverage, and controlled product expansion.

Universal visual-identification coverage

Current photo identification is context-based until real image analysis is added.

Universal OCR coverage

OCR coverage depends on image quality, configured processing, and supported document or label formats.

Universal live VIN decoding

Vehicle profile review does not currently include a universal live VIN-decoding guarantee.

Vendor scraping

Vendor data should only be used through allowed APIs, feeds, partnerships, or user-confirmed records.

Live pricing

Parts Finder does not check real-time pricing, shipping, tax, discounts, or availability.

Unreviewed RestoreIQ write-back

VINgeaux currently generates preview information only. Controlled apply actions come later.

OEM diagram reproduction

VINgeaux should not copy protected diagrams, repair manual pages, or proprietary catalog content without licensing.

Full wiring diagrams

Current wiring records are reference-only examples for review and workflow testing.

Universal interchange coverage

Part interchange, supersession, and cross-reference intelligence belong in later phases.

Diagnostic authority

VINgeaux does not replace a validated diagnostic process, service information, measurements, or qualified professional judgment.

Before You Trust the Result

Use this checklist before turning a VINgeaux recommendation into a purchase decision, wiring decision, repair decision, or RestoreIQ project update.

Part Identity

Confirm visible part numbers, casting numbers, or labels.
Compare shape, size, ports, mounting holes, and orientation.
Check whether the part belongs to the suggested assembly.

Fitment and Buying

Verify year, make, model, trim, drivetrain, and options.
Confirm seller descriptions and return policy before purchase.
Do not assume universal fitment from search terms alone.

Wiring and Electrical

Confirm connector shape, pin count, wire color, and gauge.
Verify continuity, fuse protection, ground path, and load.
Do not energize unknown wiring based only on wiring clues.

RestoreIQ Updates

Review the VINgeaux preview before applying it.
Edit names, tags, sourcing terms, and notes as needed.
Only confirmed user decisions should become project truth.

Loading active vehicle context…

VINgeaux Known Limits

Known Limits

Understand what VINgeaux can help with, what it cannot guarantee, and which decisions still require inspection, authoritative information, or qualified professional judgment.

Product Posture

Governed

VINgeaux advises; a human approves every result.

Safety Boundaries

Limitations below you must personally verify before acting.

Current Boundaries

Capabilities VINgeaux doesn't provide yet.

User Review

Required

Every result needs a human check before use.

Before You Trust the Result

VINgeaux outputs are recommendations, not final determinations. Always verify before buying parts, repairing, installing, testing wiring, modifying the vehicle, or updating RestoreIQ project records.

You Must Verify Before Using

Before using any VINgeaux result, verify it against the actual vehicle, trusted references, appropriate tools, measurements, and qualified professional support when needed.

Page Index

Use these shortcuts to review what VINgeaux can and cannot do right now.

Current Limits Safety Rules Current Boundaries Check First

Plain-English Product Note

This page explains how to use VINgeaux responsibly. It is not a legal document, warranty, repair manual, fitment guarantee, or safety certification.

What VINgeaux Can and Can’t Do Right Now

These limits keep VINgeaux useful, honest, and safe. It can help organize and explain clues, but the user still makes the final project decision.

VINgeaux does not reproduce OEM diagrams

VINgeaux does not copy, store, display, recreate, or replace official OEM wiring diagrams, repair manual pages, copyrighted illustrations, or proprietary catalog pages.

Important

Wiring records are reference clues only.
Future diagrams should be original VINgeaux visuals created from licensed, public-domain, user-provided, or VINgeaux-authored information.
VINgeaux diagrams should never be treated as factory diagrams, OEM diagrams, or official service information unless properly licensed.

VINgeaux does not guarantee fitment

VINgeaux suggestions are helpful starting points. They do not guarantee that a part, connector, fastener, harness, or assembly fits a specific vehicle.

Important

Verify year, make, model, trim, drivetrain, options, measurements, mounting points, thread sizes, connector shape, and part numbers before buying or installing parts.
Treat every suggested match as a candidate, not a final answer.
A confidence score is helpful, but it is not the same as confirmed compatibility.

VINgeaux does not check live prices or inventory

VINgeaux creates vendor-neutral search terms and parts-finding guidance. It does not scrape vendor websites, check live availability, or compare real-time prices.

Review

Search terms are meant to help users research parts manually.
Vendor names, marketplaces, and source links should be treated as research paths, not confirmed offers.
Future live pricing should only be added through approved APIs, partner feeds, affiliate feeds, or other allowed integrations.

VINgeaux recommendations require human review

Every VINgeaux recommendation must be reviewed, accepted, edited, verified, or rejected by a human before becoming part of a trusted project record.

Important

Confidence scores are advisory.
Supporting records explain why VINgeaux made a recommendation, but evidence does not replace inspection.
Rejected recommendations may still be useful as review history and should not be treated as product failures.

VINgeaux is not a factory wiring manual

VINgeaux wiring reference information is not official repair information, not a wiring diagram replacement, and not a safety-certified electrical instruction set.

Important

Do not energize unknown circuits based only on VINgeaux wiring clues.
Always verify wire color, gauge, pin position, continuity, fuse protection, load rating, ground path, and related systems.
Modern vehicle wiring may involve modules, CAN-connected systems, body control logic, or other electronics that require extra care.

VINgeaux photo identification may require additional context

Photo-identification quality depends on image clarity, vehicle context, visible identifiers, configured processing mode, and available supporting evidence.

Current boundary

Vehicle context, known assembly, user notes, visible identifiers, and available media signals all influence the result.
VINgeaux may request additional images, measurements, identifiers, or human review when evidence is incomplete.
A low-confidence result must remain a candidate until the user verifies the actual component.

VINgeaux does not replace professional judgment

VINgeaux is a project assistant and intelligence-support tool. It is not a certified mechanic, engineer, electrician, safety inspector, or repair authority.

Important

Brakes, steering, suspension, fuel systems, electrical systems, restraint systems, and structural repairs require careful verification.
Use appropriate service information, tools, measurements, torque specifications, safety procedures, and qualified professional support where needed.
VINgeaux should support better decisions, not replace inspection or professional responsibility.

VINgeaux does not change RestoreIQ without approval

VINgeaux can generate RestoreIQ-ready previews, but it does not directly change RestoreIQ project records without a controlled approval boundary.

Current boundary

RestoreIQ remains the official project record.
VINgeaux creates helpful recommendations and preview information.
The user must decide what becomes part of the official RestoreIQ project record.

Safety and Trust Boundaries

These principles govern VINgeaux across standalone use, RestoreIQ-connected workflows, and supported integrations.

Use clues, not copied protected material

VINgeaux should store structured facts, relationships, supporting records, confidence scores, and review status instead of copying protected source materials.

Show why VINgeaux made the recommendation

Every inferred fact should eventually point to support such as user context, uploaded media, public references, licensed sources, original VINgeaux records, or human review.

Keep the user in control

VINgeaux should assist users by generating candidates and questions, not silently convert recommendations into official project truth.

Stay vendor-neutral

VINgeaux should generate search terms and research paths without implying preferred vendor status, live availability, confirmed pricing, or confirmed fitment.

Create original wiring views only

Future wiring visuals should be original, metadata-driven VINgeaux views and should not be positioned as OEM, factory, or official service diagrams.

RestoreIQ remains the official project record

VINgeaux can enrich RestoreIQ with part candidates, sourcing terms, wiring clues, and supporting records, but RestoreIQ should store the confirmed project truth.

Current Boundaries

These capabilities are not presented as current guarantees. Their availability depends on configured providers, approved data sources, vehicle coverage, and controlled product expansion.

Universal visual-identification coverage

Current photo identification is context-based until real image analysis is added.

Universal OCR coverage

OCR coverage depends on image quality, configured processing, and supported document or label formats.

Universal live VIN decoding

Vehicle profile review does not currently include a universal live VIN-decoding guarantee.

Vendor scraping

Vendor data should only be used through allowed APIs, feeds, partnerships, or user-confirmed records.

Live pricing

Parts Finder does not check real-time pricing, shipping, tax, discounts, or availability.

Unreviewed RestoreIQ write-back

VINgeaux currently generates preview information only. Controlled apply actions come later.

OEM diagram reproduction

VINgeaux should not copy protected diagrams, repair manual pages, or proprietary catalog content without licensing.

Full wiring diagrams

Current wiring records are reference-only examples for review and workflow testing.

Universal interchange coverage

Part interchange, supersession, and cross-reference intelligence belong in later phases.

Diagnostic authority

VINgeaux does not replace a validated diagnostic process, service information, measurements, or qualified professional judgment.

Before You Trust the Result

Use this checklist before turning a VINgeaux recommendation into a purchase decision, wiring decision, repair decision, or RestoreIQ project update.

Part Identity

Confirm visible part numbers, casting numbers, or labels.
Compare shape, size, ports, mounting holes, and orientation.
Check whether the part belongs to the suggested assembly.

Fitment and Buying

Verify year, make, model, trim, drivetrain, and options.
Confirm seller descriptions and return policy before purchase.
Do not assume universal fitment from search terms alone.

Wiring and Electrical

Confirm connector shape, pin count, wire color, and gauge.
Verify continuity, fuse protection, ground path, and load.
Do not energize unknown wiring based only on wiring clues.

RestoreIQ Updates

Review the VINgeaux preview before applying it.
Edit names, tags, sourcing terms, and notes as needed.
Only confirmed user decisions should become project truth.

Known Limits

Before You Trust the Result

You Must Verify Before Using

Page Index

Plain-English Product Note

What VINgeaux Can and Can’t Do Right Now

VINgeaux does not reproduce OEM diagrams

VINgeaux does not guarantee fitment

VINgeaux does not check live prices or inventory

VINgeaux recommendations require human review

VINgeaux is not a factory wiring manual

VINgeaux photo identification may require additional context

VINgeaux does not replace professional judgment

VINgeaux does not change RestoreIQ without approval

Safety and Trust Boundaries

Use clues, not copied protected material

Show why VINgeaux made the recommendation

Keep the user in control

Stay vendor-neutral

Create original wiring views only

RestoreIQ remains the official project record

Current Boundaries

Universal visual-identification coverage

Universal OCR coverage

Universal live VIN decoding

Vendor scraping

Live pricing

Unreviewed RestoreIQ write-back

OEM diagram reproduction

Full wiring diagrams

Universal interchange coverage

Diagnostic authority

Before You Trust the Result

Part Identity

Fitment and Buying

Wiring and Electrical

RestoreIQ Updates

Loading VINgeaux

Known Limits

Before You Trust the Result

You Must Verify Before Using

Page Index

Plain-English Product Note

What VINgeaux Can and Can’t Do Right Now

VINgeaux does not reproduce OEM diagrams

VINgeaux does not guarantee fitment

VINgeaux does not check live prices or inventory

VINgeaux recommendations require human review

VINgeaux is not a factory wiring manual

VINgeaux photo identification may require additional context

VINgeaux does not replace professional judgment

VINgeaux does not change RestoreIQ without approval

Safety and Trust Boundaries

Use clues, not copied protected material

Show why VINgeaux made the recommendation

Keep the user in control

Stay vendor-neutral

Create original wiring views only

RestoreIQ remains the official project record

Current Boundaries

Universal visual-identification coverage

Universal OCR coverage

Universal live VIN decoding

Vendor scraping

Live pricing

Unreviewed RestoreIQ write-back

OEM diagram reproduction

Full wiring diagrams

Universal interchange coverage

Diagnostic authority

Before You Trust the Result

Part Identity

Fitment and Buying

Wiring and Electrical

RestoreIQ Updates