Manufacturing Software Development
Industrial IoT & Smart Factory Systems
We connect your factory floor (OT) to your cloud ERP (IT) for real-time visibility and predictive control.
Introduction
Manufacturing Software Development
Automate Production, Streamline Inventory Management, Gain Operational Efficiency with Azumo's Nearshore Software Developers.
Manufacturing Software Development
Manufacturing Execution Systems
Production scheduling, work order management, and quality control workflows on the shop floor.
Digital Twin Development
Physics-based simulations and real-time synchronization with physical assets using IoT sensor data.
Predictive Maintenance Platforms
Condition monitoring, anomaly detection, and failure prediction using sensor data and ML models.
Machine Vision Quality Inspection
Defect detection using CNN models trained on product images for automated QA.
OPC-UA Gateway Development
Protocol translation between PLCs/SCADA and enterprise systems (MES/ERP).
Production Analytics Dashboards
OEE tracking, downtime analysis, and throughput optimization with real-time data visualization.
Warehouse Automation Systems
AGV fleet management, picking robot coordination, and inventory tracking with computer vision.
Supply Chain Integration
EDI, API, and database integrations connecting MES with ERP, WMS, and supplier systems.
Energy Monitoring Systems
Real-time power consumption tracking per production line with cost allocation and efficiency analysis.
AI Services Overview
Our AI and Machine Learning Expertise
We deploy Edge AI models directly onto assembly line cameras. These computer vision systems detect micro-defects (scratches, misalignments) at 500 units per minute.
AGENTIC AI
Multi-agent workflows, tool integration, autonomous task execution
Reinforcement Learning
Automatic Speech Recognition
Document Questioning
Text Generation
Text Classification
Summarization
Image-to-Text
Chatbot Development
Enterprise Search
Generative AI
Model Context Protocol
SCIENTIFIC ML
Laws of science constrained models for Physics, Chemistry, Biology
Reinforcement Learning
Time Series Forecasting
Tabular Regression
Graph ML
Feature Extraction
Token Classification
Zero Shot Classification
Tabular Classification
LLM Fine Tuning
LLM Model Evaluation
Generative AI
Natural Language Processing
MODEL OPTIMIZATION
Custom evaluations, performance benchmarking, fine-tuning, RLHF pipelines
Reinforcement Learning
Sentence Similarity
Tabular Regression
Text Ranking
Feature Extraction
Token Classification
Zero Shot Classification
Summarization
Fill-Mask
ENTERPRISE RAG & ML
Compliant domain specific applications. Enterprise search, compliant Q&A, vector databases
Reinforcement Learning
Document Q&A
Visual Document Retrieval
Table Question Answering
Text Ranking
Feature Extraction
Sentence Similarity
COMPUTER VISION
Object detection, 3D reconstruction, quality inspection, medical imaging
Reinforcement Learning
Text-to-Image
Object Detection
Image Classification
Visual Question Answering
Text-to-Image
Video Classification
Image Segmentation
Reinforcement Learning
Generative AI
Natural Language Processing
MLOPS
Talent Focus
Why Azumo for Your Software Development
We hire engineers who understand the specific protocols and compliance requirements of your industry, ensuring rapid onboarding and low defect rates.
Time Zone Aligned
Collaborate throughout the working day with your team
Industry Experts
We hire for seniority and test for expertise
Manage Velocity and Budget
Scale your team up or down to meet your business objectives
Agile Approach
We practice strict project management methodologies
Flexible Model
We tailor the team to your needs