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Services

From AI strategy to systems in production.

Eighteen disciplines organized around one promise: measurable outcomes on your infrastructure, delivered through the same assess-pilot-deploy-scale spine every time.

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AI and data engineering

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See it in action

A sample of the disciplines above, running on real footage and live telemetry.

Gesture Detection console

GESTURE AIGESTUREOPEN PALM

Gesture Detection

The AI layer for every camera you own.

Hand and gesture recognition running at the edge — from safety signals to touchless controls — on the same VisionWatch console as every other stream.

Smart Metering console

kWh TODAY48,210

Smart Metering

Metering intelligence from grid to socket.

Consumption, quality, and loss analytics from AMI or retrofit metering — losses located and billing disputes ended with data.

Cold Chain Monitoring console

ENVIRONMENTAL AICOLD STORAGE-18.4°C

Cold Chain Monitoring

Air, water, noise, and climate — measured continuously.

Cold-chain and storage climate compliance monitoring — breaches trigger alerts and automated response before product value is lost.

AI & Data

AI & Data

AI Consulting

We help enterprise leaders choose where AI creates measurable value, what it costs, and how to get it into production — with the engineering credibility to back every recommendation..

AI Strategy

A prioritized, costed plan that sequences AI investment across your organization — anchored to KPIs, gated by pilots, and owned by named executives..

AI Readiness Assessment

A structured assessment of your data, infrastructure, skills, and use-case portfolio — returning a scored maturity profile and a prioritized 90-day action plan..

Predictive Analytics

Forecasting and anomaly-detection systems built on your operational data — from machine-health telemetry to sales history — with predictions delivered into the tools where decisions get made..

Machine Learning

End-to-end machine learning engineering — data preparation, model development, MLOps — for the problems where your data and your domain are the moat..

Data Engineering

Pipelines, lakehouses, and streaming infrastructure that turn scattered operational data — sensors, ERPs, video events, spreadsheets — into an asset AI can actually use..

Intelligent Systems

Intelligent Systems

AI Agent Development

We design, build, and operate autonomous agents that execute multi-step business processes — triaging tickets, reconciling documents, dispatching field work — with guardrails your risk team will approve..

Computer Vision

Detection, safety monitoring, counting, and inspection systems built on the cameras you already own — deployed at the edge so video never has to leave your site..

Generative AI

Assistants, copilots, and content systems built on retrieval from your own knowledge — private, evaluated, and integrated where your teams already work..

LLM Integration

Selection, fine-tuning, and integration of large language models into your applications and workflows — with the routing, caching, and cost controls production demands..

AI Automation

Intelligent automation that combines AI decisions with workflow execution — so a detection, prediction, or classification becomes a completed task, not a notification someone might read..

Connected Operations

Connected Operations

Digital Twins

Digital twins of assets, lines, and buildings fed by real telemetry — for simulation, what-if planning, and AI that understands physical context..

IoT Consulting

A decade of deployment experience applied to your connectivity, hardware, and platform decisions — before those decisions get expensive..

AIoT Development

Full-stack AIoT systems — devices, connectivity, platform, and the AI on top — designed, built, and operated as one accountable delivery..

Cloud Integration

Architecture, migration, and integration across Azure, AWS, and GCP — tuned for the streaming data, GPU workloads, and hybrid edge topologies that AI-driven operations demand..

Industrial IoT

IIoT systems that connect machines, lines, and utilities to analytics and AI — engineered by a team that understands PLCs, historians, and why you can't just 'put an agent on it.'.

Enterprise Integration

Integration engineering that connects new intelligence — detections, predictions, agent actions — into ERPs, CMMS, WMS, and the collaboration tools where your teams live..

Cybersecurity

Security engineering for connected and intelligent systems — device identity, OT segmentation, data protection, and the emerging discipline of securing AI itself..

Connect with us

Ready to see what your operation is telling you?

Book a demo, or start with the AI Readiness Assessment — a 30-minute working session that maps your highest-value first deployment.

AI that sees, predicts, and acts — not just a dashboard.
Pilot to fleet rollout in weeks, with a go/no-go you can defend.
Enterprise-grade security, procurement, and support from day one.

Schedule a demo

See Invexal on your own cameras and data.