Current applications
- Semantic enterprise search
- Knowledge-grounded assistants
- Multimodal retrieval systems
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AI Software, Data & Cloud Systems
Applied technology
AI Software, Data & Cloud Systems
Vector Databases & Retrieval-Augmented Generation — RAG
Grounding models in governed knowledge improves relevance, traceability and organisational usefulness.
Technology in practice
Where the system is applied—and what enables it.
This page maps a technology domain relevant to FUURAA’s long-term mission. It does not claim a current FUURAA product, service or partnership.
Enabling technology stack
- Embedding and approximate-nearest-neighbour search
- Hybrid lexical-vector retrieval
- Reranking, citation and access control
Technology trajectory
Current capability, scaling frontier and long horizon.
The group trajectory describes a directional maturity view, not a deployment commitment.
Current landscape
Retrieval systems connect language models to approved documents, databases and live information sources.
Scaling frontier
Enterprise systems will improve provenance, permission-aware retrieval, freshness and evaluation.
Long-horizon direction
Knowledge systems may evolve into temporal, multimodal and continuously verified organisational memory.
Technology group
AI Software, Data & Cloud Systems
The toolchains, data engines and operating layers required to build, deploy and govern AI at scale.
CurrentEstablishedScalingAcceleratingLong horizonEmerging
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