Identify authoritative material, owners, update cycles and access boundaries.
RAG + KNOWLEDGE SYSTEMS
Give your knowledge a useful front door.
Connect approved information to assistants and internal knowledge agents. Retrieval-augmented generation helps a model work with relevant source material instead of relying only on its general training.
START A PROJECTUseful starts with understanding.
Documents are not automatically a dependable knowledge system. Duplicates, obsolete policies and inconsistent permissions can produce confident but unhelpful answers. We treat source quality and access control as part of the product.
FIELD NOTE 19 / RAG + Knowledge SystemsDocuments are not automatically a dependable knowledge system.
CHOOSE THE RIGHT KIND OF SYSTEM
Not every task needs an agent.
PREDICTABLE RULES
A known trigger follows a defined set of steps. Best when inputs and decisions are consistent.
In practice
Explore Automation A completed enquiry form creates a CRM record and routes it to the right owner.
02 / WHAT CAN BELONG IN THE SCOPESpecialist depth.
Specialist depth.
Connected delivery.
These capabilities sit within RAG + Knowledge Systems. We choose the combination that addresses your brief; the engagement is not a requirement to buy every item.
- RAG Systems
- Knowledge Bases
- Internal Knowledge Agents
- Knowledge Retrieval
- Research Agents
03 / THE WORK, IN PRACTICEFrom a clear brief
From a clear brief
to useful delivery.
Test chunking, metadata, search and source selection against real questions.
Check unsupported answers, missing information and permission-sensitive cases.
Prepare the sources
Identify authoritative material, owners, update cycles and access boundaries. Remove avoidable duplication and define how conflicting sources should be handled.
Design retrieval and answers
Test chunking, metadata, search and source selection against real questions. Make references available so users can inspect the basis of an answer.
Evaluate and maintain
Check unsupported answers, missing information and permission-sensitive cases. Refresh sources through a controlled process and track answer quality over time.
Evidence for
the next decision.
Agree the baseline, definitions and review cadence before delivery. The right measures follow the business problem and the data available—not a standard dashboard.
- 01Supported-answer quality
- 02Source retrieval relevance
- 03Knowledge freshness and adoption
RAG can improve grounding but does not eliminate incorrect answers. Permission-aware retrieval and a clear abstention or escalation path remain essential.
Bring the context.
We’ll help shape the brief.
Who it is for
Operations leaders, technology teams and business owners who need a focused RAG + Knowledge Systems programme and a clear connection to the wider business.
What helps us begin
Approved documents, sample questions, source owners, update processes and permission requirements.
What we agree together
Deliverables, responsibilities, access, approvals, costs and a realistic review rhythm. We identify dependencies before committing to implementation.
06 / GOOD QUESTIONSBefore
Before
the next step.
Useful intelligence. Working systems.
One specialist team or several connected disciplines.
We’ll work out what belongs in the plan.