QIE connects to every app and database you already run, makes sense of the knowledge inside them, and puts it to work — in chatbots, automations and enterprise systems. No extra work to get on-demand, AI-driven answers.
The key is our knowledge ingestion orchestrator. It manages the end-to-end ingestion of complex knowledge from multiple systems, sources and formats — then a suite of AI agents and multiple LLMs turn it into answers you can rely on.
The orchestrator plugs into every app and database — structured tables and unstructured documents alike — and keeps ingesting as they change.
Specialised agents break each task into smaller sub-tasks, structure knowledge as graphs and vectors, and check their own work before anything is stored.
The same knowledge powers chatbots, RPA and enterprise systems — and keeps growing over time with AI web search.
Instead of asking one model to do everything, QIE breaks complex AI tasks into smaller, specialised sub-tasks — each handled by a multi-modal agent that is self-reflective and corrective.
Entities and relationships are stored as a graph alongside vector representations, so retrieval understands context, not just keywords.
Every response is scored for retrieval accuracy, contextual relevance and information correctness before it reaches a user.
Agents reflect on their own output, correct mistakes and adjust to the way your organisation actually works.
The right model for each sub-task — including locally hosted models — rather than a single vendor dependency.
QIE has shown measurable improvements in retrieval accuracy, contextual relevance and information correctness.
AI at work should be safe, accessible and value-driven for organisations of every size — which is why QIE runs inside your own infrastructure.
All AI processing occurs within your local infrastructure. Optional local AI appliances cost up to 89% less than cloud-based options — critical for healthcare and finance.
From a small deployment to comprehensive infrastructure, solutions scale to your specific needs without re-platforming.
Seamless integration with the enterprise systems you already have, minimising downtime and disruption.
Extensive support and training for your teams, from initial setup through ongoing operation.
Tell us a little about your systems and we'll come back with how QIE would connect to them — and what a first deployment looks like.