Wevision for Automotive
Vision AI for zero-defect automotive manufacturing
Vision AI for zero-defect automotive manufacturing
High-precision imaging and deep-learning inspection that eliminates structural, dimensional, and assembly defects before they become field failures or full-scale recalls.
We care about you
We work with the best
Your business, our eyes
PROBLEM
PROBLEM
Where Our Customers Need the Most Support
Where Our Customers Need the Most Support
Structural Weld Defects
Micro-cracks, pores, incomplete fusion, and hidden weld inconsistencies are nearly impossible to catch manually — yet they determine vehicle safety.
Structural Weld Defects
Micro-cracks, pores, incomplete fusion, and hidden weld inconsistencies are nearly impossible to catch manually — yet they determine vehicle safety.
Dimensional variation
Subtle deviations in body panels, brackets, frames, and sub-assemblies cause misfits, NVH issues, rattling, alignment problems, and rework spikes.
Dimensional variation
Subtle deviations in body panels, brackets, frames, and sub-assemblies cause misfits, NVH issues, rattling, alignment problems, and rework spikes.
Assembly errors
Fast-moving lines create high risk of skipped steps, improper fastening, incorrect torque, or missing clips and connectors — leading to warranty failures.
Assembly errors
Fast-moving lines create high risk of skipped steps, improper fastening, incorrect torque, or missing clips and connectors — leading to warranty failures.
WHAT WE OFFER
WHAT WE OFFER
[02]
[02]
Solutions
Solutions
Solutions
©2025
©2025
Our multi-sensor vision-AI stack delivers structural, dimensional, and assembly-grade verification at full production speed, using high-resolution vision, depth mapping, and geometric AI to eliminate safety-critical defects.
Our multi-sensor vision-AI stack delivers structural, dimensional, and assembly-grade verification at full production speed, using high-resolution vision, depth mapping, and geometric AI to eliminate safety-critical defects.
1
Multi-Angle Weld Integrity Analysis
We combine HDR imaging, laser triangulation, and reflectance mapping to reconstruct weld beads. Deep-learning models assess shape, penetration, porosity, and crack risk, while micro-shadow and reflectance cues reveal subsurface defects unseen by AOI.
HDR weld imaging
Laser-line triangulation
Porosity & crack-risk scoring
1
Multi-Angle Weld Integrity Analysis
We combine HDR imaging, laser triangulation, and reflectance mapping to reconstruct weld beads. Deep-learning models assess shape, penetration, porosity, and crack risk, while micro-shadow and reflectance cues reveal subsurface defects unseen by AOI.
HDR weld imaging
Laser-line triangulation
Porosity & crack-risk scoring
1
Multi-Angle Weld Integrity Analysis
We combine HDR imaging, laser triangulation, and reflectance mapping to reconstruct weld beads. Deep-learning models assess shape, penetration, porosity, and crack risk, while micro-shadow and reflectance cues reveal subsurface defects unseen by AOI.
HDR weld imaging
Laser-line triangulation
Porosity & crack-risk scoring
2
Pixel-Level Alignment Analysis
We capture detailed geometric profiles using structured light and depth fusion. AI detects millimeter and sub-millimeter deviations across panels, mounts, and frames, with automated tolerance scoring that adapts to each part and location.
Structured-light capture
Micro-variance analysis
Adaptive tolerances
2
Pixel-Level Alignment Analysis
We capture detailed geometric profiles using structured light and depth fusion. AI detects millimeter and sub-millimeter deviations across panels, mounts, and frames, with automated tolerance scoring that adapts to each part and location.
Structured-light capture
Micro-variance analysis
Adaptive tolerances
2
Pixel-Level Alignment Analysis
We capture detailed geometric profiles using structured light and depth fusion. AI detects millimeter and sub-millimeter deviations across panels, mounts, and frames, with automated tolerance scoring that adapts to each part and location.
Structured-light capture
Micro-variance analysis
Adaptive tolerances
3
Optical-Flow & Torque Verification
High-speed vision tracks tool, fastener, clip, and component movement using optical-flow and temporal modeling. AI verifies torque signatures, presence, alignment, and assembly sequence, detecting skipped steps or improper assembly before the unit moves down the line.
Action recognition
Torque validation
Presence & alignment AI
3
Optical-Flow & Torque Verification
High-speed vision tracks tool, fastener, clip, and component movement using optical-flow and temporal modeling. AI verifies torque signatures, presence, alignment, and assembly sequence, detecting skipped steps or improper assembly before the unit moves down the line.
Action recognition
Torque validation
Presence & alignment AI
3
Optical-Flow & Torque Verification
High-speed vision tracks tool, fastener, clip, and component movement using optical-flow and temporal modeling. AI verifies torque signatures, presence, alignment, and assembly sequence, detecting skipped steps or improper assembly before the unit moves down the line.
Action recognition
Torque validation
Presence & alignment AI
IMPACT
IMPACT
Rooted in precision, we rely on measurable results.
Rooted in precision, we rely on measurable results.
99.95%
Accuracy
Pixel-level defect detection using multi-spectrum and geometric-AI pipelines.
99.95%
Accuracy
Pixel-level defect detection using multi-spectrum and geometric-AI pipelines.
99.95%
Accuracy
Pixel-level defect detection using multi-spectrum and geometric-AI pipelines.
16,500+
Images per Second
Real-time, high-speed inspection that eliminates quality bottlenecks and increases throughput instantly.
16,500+
Images per Second
We support founders to make their mark
16,500+
Images per Second
Real-time, high-speed inspection that eliminates quality bottlenecks and increases throughput instantly.
25+
Areas Covered
Weld and structural inspections, body panels, fasteners/torque, underbody systems, engine bay, and interior assemblies.
25+
Areas Covered
Weld and structural inspections, body panels, fasteners/torque, underbody systems, engine bay, and interior assemblies.
25+
Areas Covered
Weld and structural inspections, body panels, fasteners/torque, underbody systems, engine bay, and interior assemblies.
Protect your brand with packaging your customers trust
See how advanced vision AI eliminates packaging defects, cap issues, and seal failures before products reach the shelf.
Schedule a Demo
Protect your brand with packaging your customers trust
See how advanced vision AI eliminates packaging defects, cap issues, and seal failures before products reach the shelf.
Schedule a Demo
Protect your brand with packaging your customers trust
See how advanced vision AI eliminates packaging defects, cap issues, and seal failures before products reach the shelf.
Schedule a Demo