AI for IoT
Edge intelligence that makes your connected devices genuinely smart
We bring AI to the edge — deploying lightweight models directly on IoT devices for real-time inference without cloud latency. From predictive maintenance to smart energy management, we make your hardware think.
How It Works
Sensor Mapping
Audit existing hardware, data streams, and connectivity to design the optimal AI architecture.
Model Training
Train and compress AI models to fit the memory and compute constraints of your edge devices.
Deploy & Monitor
Roll out to edge nodes with centralised monitoring and OTA update infrastructure.
Capabilities
Everything You Need to Succeed
Edge AI Deployment
Optimised models for microcontrollers and edge processors — TensorFlow Lite, ONNX, and more.
Predictive Maintenance
Detect equipment failure before it happens using vibration, temperature, and sensor anomaly patterns.
Real-time Telemetry
Stream and analyse sensor data at scale with sub-second alerting and automatic anomaly escalation.
Energy Optimisation
AI-driven load balancing and usage prediction that cuts energy costs in smart buildings and factories.
Device Security
Anomaly-based intrusion detection that identifies compromised devices before they cause harm.
OTA Model Updates
Seamlessly push updated AI models to deployed devices over the air with zero downtime.
Why VisionByte
Built for Results, Not Just Delivery
- Founding team with deep domain expertise — no account managers in the way
- Outcome-driven milestones so you see ROI at every stage
- Transparent communication with weekly progress reports
- Post-launch support included — we stay until it works
- Proven track record across industries with case studies to match
Our Process
We Take Your Product From Concept To Scale
We've done this multiple times — for ourselves and for clients across industries. Instead of talking to sales reps, schedule a discovery call with the founders who will understand you right away and give you honest advice.
We learn everything about your world.
Before a single line of code is written, we dig deep. We interview stakeholders, audit competitors, and map out the opportunity. This is where we align on goals, constraints, and what success actually looks like.
What you get
- Stakeholder interviews
- Competitive landscape audit
- Goals & success metrics
- Technical feasibility assessment
- Project brief & scope doc
Typical duration
1 – 2 weeks
Contact Us
Ready to build, launch, or scale?
Tell us what you need help with. You talk to the founders — free, no obligation.