DOMAIN AI & TOOL USE
DOMAIN AI & TOOL USE
AutoIntel AI
Turning diagnostic data into a clearer next step.
An automotive diagnostic architecture connecting domain knowledge, LLM reasoning, and tools.
Diagnostic architecture
Capabilities / AI Automation
Less friction. More forward.
Turn manual, repetitive operations into governed enterprise workflows. AI handles the judgment calls, deterministic steps enforce the rules, and people approve what matters.
Cut manual effort and let people focus on the decisions that need them.
We start with your users, workflows, and constraints. Then we design the right architecture, validate the hard questions early, and build a system that fits how your organisation actually works.
- Document processing
- Operations workflows
- Customer support automation
- Approval routing
- System integrations
RELEVANT WORK
See the engineering in practice.
HOW WE DELIVER
A clear path to production.
- Step 01
Discover
Understand the business, the people, and the opportunity.
- Step 02
Architect
Map the system, its constraints, and the path to delivery.
- Step 03
Prototype
Test the riskiest assumptions with something tangible.
- Step 04
Build
Engineer the product with quality and maintainability in mind.
- Step 05
Evaluate
Check real scenarios, failure modes, and human controls.
- Step 06
Deploy & improve
Release, observe, and refine with real-world feedback.
CONNECTED CAPABILITIES
The rest of the system matters too.
START A CONVERSATION
Let’s build what’s next.
Tell us what you want to improve or launch. We’ll come back with a clear, honest view of the best way forward.