01 / Frame
AI problem definition
Identify the decision, the user, the data, and the outcome before choosing a model.
Service / Intelligence
Build intelligence that has a job to do.
Custom AI and machine learning systems for prediction, analysis, troubleshooting, and operational decision support.
What this covers
The model is part of the product.
TekRabbits connects the data, the model, the workflow, and the people who need to use the output.
The goal is not to add AI for its own sake. It is to make a useful decision faster, clearer, or more consistently where the business needs it.
AI and ML scope
From data foundation to deployment.
Start with a defined decision and work backward to the data, model, and operational surface it needs.
02 / Prepare
Data engineering
Create a useful data path for training, evaluation, and the operational realities of the system.
03 / Build
Custom model development
Develop the model and the surrounding logic around the problem it must solve.
04 / Learn
Training and optimisation
Improve the system against clear evaluation criteria and representative conditions.
05 / Ship
Deployment pipelines
Move from a model that works in isolation toward one that can be used and maintained.
06 / Guide
AI consulting
Make an informed choice about where AI helps and where a simpler system is better.
- Video and behaviour analysis Detect patterns, anomalies, or events in visual and sensor data where the use case supports it.
- Operational troubleshooting Help teams diagnose faults, suggest actions, and keep maintenance history useful.
- Training and simulation Create adaptive learning or virtual environments for complex operational contexts.
A responsible starting point
Define the decision before the model.
That keeps data, evaluation, and user experience aligned.
Common questions
Start with a real decision.
Do we need a large dataset before talking to you?
Not necessarily. The first step is to understand the decision, available evidence, and what a useful proof would look like.
Can AI and embedded hardware be developed together?
Yes. TekRabbits also offers Edge AI and embedded systems services when the intelligence needs to live closer to the device.