AI software, built for plant operations
SMHcoders is an AI and machine learning software company headquartered in Abu Dhabi, with engineering teams in the UAE and Pakistan. We design, train and deploy custom models for oil and gas, power, water, mining and renewable energy operators — built on your process data, integrated with the systems your plant already runs, and deployed on your infrastructure.
More about usFuel your growth with AI innovation
SMHcoders FZ LLC is your AI and machine learning partner in the UAE and beyond. We specialize in custom AI that drives growth, streamlines operations and unlocks the value in your data — delivered by experienced AI engineers and tailored to your industry.
What we build
Supervised, unsupervised and deep models trained on your historian, lab and maintenance data.
Extraction, classification and plain-English search over reports, logs and engineering documents.
Detection and inspection on live camera feeds, engineering drawings and scanned documents.
Quality, demand and equipment-health forecasts with quantified confidence bands.
Assistants grounded in your documents and data — private endpoints, audit-logged.
Task-focused chatbots for operators, engineers and customers — escalating to humans with context.
AI services, applied to operations
Transform your business
Most plants have years of historian data and no models running on it. We find the highest-value unit, prove the model on your historical data, and deploy it into daily operations.
Predictive Modelling
Models that estimate quality, emissions and equipment condition from the instruments you already have — validated against lab results before anything goes live.
Natural Language Processing
Your shift logs, work orders and inspection reports hold answers nobody has time to read. NLP models extract, classify and search them in plain English.
Computer Vision
Camera feeds and engineering drawings become data sources — detection, reading and inspection running continuously, with alerts routed to the right person.
AI Chatbots
Chatbots that answer from your documents and data — event logs, procedures, P&IDs — and hand over to a human with full context when they should.
ChatGPT Integration
We connect GPT models to your systems safely: private endpoints, retrieval over your engineering documents, guardrails and full audit logs.
Where we work
What clients say
SMHcoders delivered exactly what they scoped — clear communication, clean handover, and a model that performs in production, not just in the demo.
The soft sensor tracks our lab results within tolerance and updates every few seconds. Our operators actually trust it.
They connected to our OPC UA server, validated every tag against the P&ID, and documented all of it.
