Computer vision inspection

DiMuto digitizes every step between packhouse and retailer to track individual produce items and resolve disputes.The company expanded its Google Cloud footprint to run ML and compute workloads, uses Vertex AI for real-time defect detection and grading of scanned cartons, and built a Trade Contract Agent using the Google Agent Development Kit and Vertex AI Agent Builder supported by Gemini models.

DiMutoConsumer & Food

Porsche Cup Brasil needed to reduce variability and uncertainty in crash repair workflows so damaged cars could be assessed faster and returned to competition within tight race schedules.The company used Azure AI and computer vision with Kumulus to automate damage assessment and parts identification, embedding the AI workflow into existing operations.A specialized multi-agent pipeline evaluates car sections against a vehicle and parts catalog, then an analyst validates the proposed parts list before it moves into inventory and repair planning.

Porsche Cup BrasilAutomotive

Henry Schein One built Image Verify, an AI-powered quality verification system that evaluates dental X-ray quality at the point of capture.The system uses Amazon SageMaker AI and Amazon EKS to return an immediate quality score so clinicians can retake poor images while the patient is still present.

Henry Schein OneHealthcare

Dos Pinos built an AI packaging inspector in Microsoft Copilot Studio that compares final packaging labels against internal technical sheets and flags discrepancies before files leave the design team.The cooperative also deployed around 80 AI agents across functions and used Microsoft 365 Copilot and Copilot Chat to support employee productivity at scale.

Cooperativa de Productores de Leche Dos PinosConsumer & Food

Amazon Global Engineering Services (GES) built an Intelligent Operational Readiness (IORA) solution to automate testing for new fulfillment centers.The system uses Amazon Bedrock with Amazon Nova Pro for real-time image-based object detection and Anthropic Claude Sonnet 4.0 via Bedrock to generate standardized UIN descriptions and detection rules.Amazon API Gateway, AWS Lambda, Amazon S3, and Amazon DynamoDB orchestrate and store the workflow, allowing testers to verify installation status, detect defects, and review results with a production UI.

Amazon Global Engineering ServicesLogistics

Bayer, a global life sciences company, uses AI to optimize farming processes, including pest detection and crop yield optimization.Its Croptimus system, built with Fermata, analyzes thousands of daily images from mesh-covered tunnels with computer vision to detect pests and diseases early.Bayer also uses digital farming tools such as Climate FieldView to combine farm data with data science and satellite imagery.

BayerAgriculture

Grid Dynamics described a real-time visual quality control solution for defect detection on assembly and sorting lines.The pipeline consumes video streams from cameras, identifies parcels with Vertex AI AutoML, classifies anomalies, and uses a custom tracking algorithm to monitor objects in real time.

Grid DynamicsManufacturing

Camera Futura, based in Geneva, Switzerland, built Futura Photo, a desktop application that automates photo culling and organizing before post-processing.The product uses ML.NET image classification and clustering models trained on company images to assess technical criteria such as sharpness and white balance and to group similar images for selection.The application is a WPF desktop app on .NET Framework, with models trained locally and then deployed with the desktop software.

Camera FuturaTech & Comms