Illustrative example
Knowledge assistant
Help people find useful answers in approved information, with the original source one click away.
AI & intelligence
Knowledge & Document AI
Make documents and internal information easier to find, interpret and use without losing the source behind an answer.
03ExperienceProducts people can use
02IntelligenceAgents working in context
01FoundationsData, systems and connections
CONSIDERED AS ONE SYSTEMWhat we can shape together.
Retrieval-augmented generation (RAG)
Semantic search and knowledge discovery
Document extraction and classification
Source-linked summaries and structured output
Useful outputs.
- An ingestion and document-permission plan
- A retrieval pipeline with traceable sources
- A labelled set of questions and extraction checks
Start with the right question.
Which sources are authoritative, current and permitted for each user?
Where this capability could lead
Explore a product direction.
Proposed concepts with a workflow, technical approach and a practical first pilot.
Agents & workflows
Recall operations agent ↗
VIN-linked campaign evidence. Repair readiness queue.
Knowledge & reasoning
Workshop evidence copilot ↗
Fault-code evidence retrieval. Vehicle-specific bulletin matching.
Data & decision systems
EV charging assurance desk ↗
Failed-session investigation. Connector health context.
Connected examples
See the possibilities.
Fictional scenarios that make the engineering easier to explore.
Explore the solution
Illustrative example
AI-assisted approvals
Move an invoice from intake to a checked proposal, then let a person decide what happens next.
The next possibility
Bring us the challenge.
Tell us where you want to go. We’ll help define the next step.