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v3.2.1

AI VISIONTHAT WORKS.

Stop adapting your factory to software.We integrate with your existing hardwareto deliver 99.9% accuracy in 7 days.

No setup fees
Works with your hardware

Inference

<0.3SEC

Deploy

7DAYS
Core Architecture

Built for Scale

The only vision stack designed to survive the chaos of the factory floor.

PERFORMANCE

Edge-Native Architecture

Sub-10ms latency without cloud dependency. Air-gapped security for sensitive production data.

0.3ms LATENCY
CONNECTIVITY

Universal Protocol Sync

Seamless integration with MQTT, Modbus, Profinet, and legacy PLC systems.

100+ DRIVERS
RETROFIT

Brownfield Optimization

Retrofit AI vision to existing machines. No need for expensive hardware overhauls.

PLUG & PLAY
SECURITY

Data Sovereignty

Your data never leaves your facility. Built-in compliance with enterprise security standards.

ISO 27001

Real-Time Inference

Live Dashboard Feed

Hypernology Vision_System v3.1.0-stable
GPU_LOAD: 12%

Mission Target

Manual Upload

Ready for Pilot Deployment

Stream Disconnected

Latency--
Rate--

Event Log

[03:17:20] SYS_OK
Live Metrics

Performance in Numbers

Real data from 40+ production facilities running 24/7 across APAC

99.9%
Accuracy

Reliable in real deployments

≤0.3s
Speed

Inspection per item

270 u/h
Throughput

vs 40 units/h (manual)

1 Week
Prototype

Fast demo delivery

Deployment Protocol

From Chaos
to Control

Phase 01Day 1-2

Discovery Audit

We deploy portable sensors for 48 hours to capture the 'long tail' of defects. Data-first decision making starts here.

Phase 02Day 3-10

Shadow Mode

Our model runs in parallel with existing inspectors, flagging defects silently. We only flip the switch when accuracy exceeds 99.9%.

Phase 03Day 14

Edge Deployment

Sub-10ms latency. No cloud dependency. We deploy optimized models to NVIDIA Jetson or IPCs right on your line.

Phase 04Ongoing

Continuous Learning

The system gets smarter every shift. False positives are fed back into the training loop, automatically updating the model.

What Makes Us Different

We solve the problems that legacy vision systems ignore.

Works Across Hardware
Integrates with hardware from different manufacturers. Flexibility and lower costs by using what you already have.
Custom
Custom From the Start
Designed around your specific inspection needs without charging extra for customization later.
10K+
~1K ✓
Less Data, Stronger Results
While others need 10,000+ images, we achieve similar performance with ~1,000.
Handles Irregular Defects
Distinguishes between acceptable scratches and non-acceptable ones based on your specific standards.
$$$
Others
$$
30% Less
-30%
Cost-Effective by Design
Typically around 30% cheaper than competitors while remaining fully customizable.
1W
1M
Prototype → Deploy
Fast Implementation
Working prototype in 1 week. Full system deployment in just 1 month.
ROI Focused

Engineered for Value

Measurable impact on your production efficiency from day one.

How do we save time?

Manual inspection throughput increases from 40 to 270 units per hour with automated synchronization.

How do we improve quality?

Clear, consistent decision criteria remove errors caused by subjective operator judgment.

What is the primary benefit?

Real-time visibility into defect types and trends allows for immediate process improvements and lower costs.

From the Field

Real-World Impact

See how our vision systems solve complex inspection challenges on the factory floor.

Featured Case Studies

General2026.02.235 min read

AI Vision Systems for Construction Safety Monitoring

test

Read Case Study
Case Study2026.02.065 min read

Case Study: AI Inspection With Almost No Defect Data

How Hypernology deployed AI-powered visual inspection for a new production line with near-zero historical defect data using controlled demo samples.

case studydefect detection
Read Case Study
Case Study2026.02.065 min read

Case Study: Automatic Inspection for 8,000 Product Variations

How Hypernology eliminated manual setup for a production line with 8,000 product variants using automatic inspection logic switching.

case studyproduct variation
Read Case Study
Case Study2026.02.065 min read

Case Study: Inspecting Complex, Irregular Defects Without 3D Vision

How Hypernology achieved reliable detection of irregular, unstructured defects using optimized 2D vision where competitors required expensive 3D systems.

case study2D vision
Read Case Study
Research2025.07.255 min read

Semantic Features at 25 FPS: When Flow Models Learn to See

Combining a frozen optical flow model with DINOv3 Vision Transformer features achieves diffusion-quality video interpolation at 25 FPS — without training from scratch.

optical flowvision transformer
Read Case Study
Industry Analysis2025.07.205 min read

The Robot Arm That Understands "Pick Up the Red Block"

Natural language prompts meet computer vision and robotics. A multimodal AI robot arm that watches, understands, and acts on spoken commands.

roboticsmultimodal AI
Read Case Study
Technical Analysis2025.07.155 min read

Why Computer Vision Models Break in Production

The notebook works. The demo is flawless. Then you ship it and everything falls apart. Here is why CV models fail in production and how to fix it.

computer visionproduction deployment
Read Case Study

Enterprise Trust

Deployed across APAC's most demanding production floors, from semiconductors to heavy infrastructure.

  • Verified
    We caught a batch defect on Day 2 that would have cost us $45k. The system paid for itself in a week.
    P
    Production DirectorGlobal Electronics OEM
  • Verified
    Manual inspections took weeks. Hypernology scans our entire bridge network in hours.
    H
    Head of SafetyAPAC Infrastructure Corp
  • Verified
    PPE compliance jumped to 100%. The real-time alerts changed our safety culture overnight.
    E
    EHS ManagerHeavy Industry Plant
  • Verified
    Finally, a vision system that doesn't need a PhD to operate. It just works.
    P
    Plant ManagerAutomotive Tier 1
2026 Pilot Program Open

Operational
Superiority.

Redefine your inspection standard. Join industrial leaders deploying APAC's fastest edge-AI vision system.

SOC 2 Compliant
Air-Gapped Ready