Using Vision AI to improve industrial productivity

The Industrial AI Productivity Platform

Combining vision AI, industrial agents and enterprise-grade platform capabilities to help enterprises achieve workplace safety, quality management and intelligent operations.

100+
Industrial AI scenarios in production
80%
Average code reduction per scenario
90%
Drop in customer safety violations
Hundreds
of industrial enterprises deployed
Focus Areas

Four Pillars of Industrial Vision AI

Industrial vision is becoming the entry point of the industrial AI foundation — a structural upgrade from perception to decision intelligence.

🛡️

Workplace Safety & Human-Machine Collaboration

Real-time, proactive safety supervision for high-risk operations, zone control and personnel behavior — 7×24 AI analysis on your existing CCTV.

  • PPE detection (helmets, vests, safety harnesses and more)
  • Forklift and vehicle safety, overspeed detection
  • Confined-space work full-process compliance monitoring
🔍

Industrial Recognition & Quality Inspection

Vision AI embedded deep into production QC, improving inspection efficiency, quality consistency and automation of key processes.

  • Online welding and paint defect inspection
  • End-to-end OCR for packaging, coding and labels (99.99% accuracy)
  • AI meter reading and gauge recognition
📦

Smart Logistics & Warehousing

Intelligent recognition of people, vehicles, cargo and workflows for greater logistics efficiency and warehouse transparency.

  • License plate + SKU recognition with WMS cross-validation
  • Container number and cargo flow recognition
  • Unmanned smart outbound gate management
📋

Production Process Compliance

On-site operation, process execution and traceability analytics to strengthen production discipline and auditability.

  • GMP compliance auditing and digital first-article inspection
  • Vision-only SAM & LOTO process supervision
  • Automated checks for fuel unloading, tank cleaning and more
Product Suite

A Closed-Loop Industrial AI Product Matrix

Training platform, inference platform and AI compute appliances form a closed loop across the full lifecycle: data collection, labeling, training, deployment, inference and continuous optimization.

⚙️

VisionCore

Industrial vision inference platform — the core engine for AI inferencing, data integration and real-time analysis.

  • BACE — Business AI Collaboration Engine
  • PPMs — 100+ professional pre-trained models
  • ADS — rich API & SDK services
🧠

VisionFlow

Industrial image data cleaning, labeling and training platform for building your private AI capability.

  • VLIB — data import & regression testing
  • DLR — dataset label review
  • RAPID — AI result review
📡

AI Devices

Industrial-grade AI compute appliances, flexibly fitting edge-to-center deployment architectures.

  • Server — enterprise deep-analysis appliance
  • Edge — integrated edge device
  • EdgeGo — mobile AI edge device
Product Details →
Why Irista

Built to Beat the 85% Failure Rate

Industry research shows up to 85% of industrial AI vision projects fail. Our platform approach replaces project-by-project coding with standardized, continuously improving scenario configuration.

🧩

Standardized Complex Scenarios

We distill the imperative code of one-off projects into a unified instruction system — upgrading vision analytics from project-style coding to standardized scenario configuration.

🌐

Multi-Industry, Multi-Source

One underlying capability covers live video, industrial cameras, X-ray, thermal and microscope imagery — serving safety, quality and facility monitoring simultaneously.

Faster Time-to-Production

Declarative scenario definitions and built-in primitives cut new-scenario launch from days to hours. 100+ AI scenarios live, ~80% less code on average.

🔄

Strong Business Closed Loop

Beyond detection: automatic alerts, events, metrics, video retention and training-data capture. QC scenarios accumulate positive and negative samples to continuously improve models.

🤖

Agent / LLM Native

A vision intelligence foundation designed for AI agents. A textual, readable, writable and generatable primitive system — naturally suited to LLMs for generating, migrating and extending scenarios.

🏗️

Long-Term Platform Value

Not a single algorithm, but a complete platform — runtime engine, scenario designer and underlying instruction language — supporting growth from a single PoC to enterprise scale.

Success Stories

Proven with Fortune 500 Leaders

Continuously empowering global industrial enterprises across petrochemical, heavy equipment, food & beverage, and ports & terminals.

🏭

CIMC Group · Digital Worker Safety Platform

Partnership since 2018 covering safety, online quality inspection and smart logistics. 70+ safety AI scenarios; safety violations down 90%.

🍺

AB InBev APAC · Enterprise Smart Park

5-year partnership across dozens of breweries and distribution centers. Azure hybrid-cloud smart park platform with AI SKU recognition linked to WMS.

🛢️

Sinopec · Oil Engineering AI Safety Platform

Edge + central hybrid architecture with 7×24 analysis. Inspection labor reduced 30–50%; hazard closure efficiency up ~50%.

💊

BYHEALTH · SmartQC Intelligent Inspection

AI-driven first-article inspection and GMP compliance auditing. End-to-end OCR accuracy near 99.99%, integrated with MES for a traceable quality loop.

View All Stories →
Shell
Sinopec
PetroChina
CNOOC
China Baowu
Budweiser
CIMC
CIMC ENRIC
CIMC Vehicles
BYHEALTH
China Resources
Masteel
Lubrizol
Vanke
Country Garden
Foran Energy
Nemak
And more…
FAQ

About Industrial Vision AI Solutions

What is an industrial vision AI solution?
It applies computer vision and deep learning to industrial sites — analyzing CCTV video, industrial cameras, X-ray, thermal and microscope imagery in real time — to deliver workplace safety monitoring, quality inspection, smart logistics and process compliance. Irista provides the end-to-end platform from data collection and training to deployment and continuous optimization.
Can you use our existing surveillance cameras?
Yes. VisionCore directly integrates with existing CCTV systems for real-time AI analysis — no camera replacement or retrofitting needed. At one CIMC facility, ~110 of 400+ video streams were selected for real-time AI analysis.
Which industries do you serve?
Heavy equipment manufacturing, food & beverage, petrochemical, oil engineering, construction, ports & terminals, logistics & warehousing, and health food / pharma — serving leaders like CIMC, AB InBev, Sinopec, Shell, BYHEALTH and Baowu Group.
How fast can a new AI vision scenario be deployed?
With declarative scenario definitions and 100+ pre-trained industrial models, new scenarios go live in hours rather than days. A typical PoC completes in 5–7 weeks — from edge deployment and platform setup to system integration and custom scenario development.
How is data security handled?
Our edge + central hybrid architecture processes video locally at the edge and uploads only structured event results, greatly reducing bandwidth and protecting data. VisionFlow enables private, on-premises AI model training so data never leaves your site.

Start Your Industrial Vision AI Journey

From workplace safety to quality inspection and smart logistics — our experts are ready for solution consulting and PoC validation.

Book a Consultation