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Enterprise AR Implementation on Snapchat Spectacles

AI-Powered Automotive Inspections. Wearable Intelligence. Real-Time Collaboration.

Client Overview

PSSPL collaborated with an enterprise that was keen to explore how wearable technology could transform automotive operations. The goal was to rethink Snapchat Spectacles as a powerful, hands-free, AI-powered productivity tool rather than treating them like another consumer AR device.

The enterprise wanted to rethink how inspections were done on the workshop floor. Through the use of spatial computing, they sought to reduce technician downtime, expedite paperwork, and facilitate specialists’ ability to lead teams remotely.

Three purpose driven AR lenses were built by PSSPL to bring this vision to life, with the AR Vehicle Inspection System emerging as the primary, business-critical solution. To further enhance its impact, real-time live streaming was integrated, enabling managers to observe inspections as they happen – with annotations, checklist progress, and AR overlays visible directly within the live feed. This created real-time collaboration with complete insight into every stage of the inspection process, not simply remote viewing.

Industry

Automotive & Industrial Operations

Location

United States

Company Size

Enterprise

Project Duration

6 Months

Services Provided

Technologies used

Computer Vision

NLP

Speech-to-Text

Voice Commands

AR Wearable Device

Gesture Recognition

Challenges

The client required a hands-free, intelligent, real-time system that could operate reliably inside active workshop environments.

Inspections were manual and disjointed when we started. Our goal was to include intelligence into the technician’s process without making it more complicated. We turned wearable augmented reality from an idea into a useful business tool by fusing gesture engagement, AI voice support, and live broadcasting.

Manish Langa

AI Practice Head, PSSPL

How PSSPL Helped

We designed and deployed three enterprise-grade AR lenses on Snapchat Spectacles, prioritizing real-world usability and operational value.

The development roadmap followed a clear business hierarchy:

Lens 1 - AR Vehicle Inspection System

Primary Business Solution

This lens transforms traditional multi-point vehicle inspections into an interactive AR workflow. Technicians can perform structured inspections hands-free using palm gestures and voice commands while viewing overlays directly in their field of vision.

Core Capabilities

  • Palm-based gesture navigation
  • Voice-controlled checklist progression
  • Multi-point inspection tracking
  • AR drawing and annotation tools
  • Repair order visualization in 3D space
  • Integrated PDF viewer for manuals and MPI forms

Live Streaming & Remote Supervision

A major enhancement included real-time streaming from Spectacles:

  • Live video feed from technicianโ€™s perspective
  • AR overlays visible in streamed view
  • Remote supervisor monitoring and guidance
  • Support for quality audits and expert assistance

Business Value

  • Reduced inspection time
  • Improved documentation accuracy
  • Standardized inspection procedures
  • Minimized workflow interruptions
  • Enabled remote expert collaboration
  • Increased technician productivity

Lens 2 - AI Automotive Assistant

Voice-Enabled Technician Copilot

The AI Automotive Assistant functions as a real-time voice-driven support system. Technicians activated the assistant via microphone trigger and receive contextual responses directly in AR view.

Core Capabilities

  • Speech-to-text processing
  • AI-driven troubleshooting guidance
  • Torque specifications on demand
  • Diagnostic explanations
  • Context-aware responses in AR

Business Value

  • Reduced time spent searching manuals
  • Faster diagnostics
  • On-demand technical assistance
  • Increased repair accuracy and confidence

Ready to Build Enterprise AR Solutions?

If your organization is exploring wearable computing, AI-driven inspections, or remote collaboration through spatial technology, Cloud Partner can help.

We design scalable, enterprise-grade AR solutions that transform operational workflows.

Letโ€™s bring intelligence into your field of vision.

Implementation Journey

monitoring

Discovery & Workflow Analysis

Workshops were conducted to understand workshop operations, inspection sequences, and technician pain points. Existing manual processes were mapped to AR-driven digital workflows.

Architecture & Interaction Design

A wearable-first interaction model was created using gestures and voice commands. Performance optimization was prioritized to ensure stable AR overlays in dynamic workshop environments.

development

Development & Integration

Three modular lenses were developed and tested iteratively. AI integration and streaming architecture were fine-tuned for real-time reliability.

Deployment & Knowledge Transfer

The enterprise team was onboarded to manage workflows, remote supervision features, and scalable adoption across operations.

Field Testing & Optimization

The solution was tested in real workshop scenarios, ensuring stability under real lighting, motion, and environmental conditions.

Key Outcomes

Modernized Inspection Platform

Converted manual inspection processes into a structured, wearable-first digital workflow.

Real-Time Remote Collaboration

Enabled supervisors to monitor and guide inspections live with contextual AR overlays.

Reduced Operational Friction

Minimized workflow interruptions and reduced cognitive load on technicians.

Enterprise-Ready AR Framework

Established a scalable spatial computing foundation for future innovation.

Innovation Leadership

Easy benchmarking and future engine replacement

Project Highlights

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