AI and Automation
RAG Solutions
Ground generated responses in retrieved, current and permission-aware source material.
Service overview
What RAG Solutions should accomplish
Ground generated responses in retrieved, current and permission-aware source material. We begin by reviewing the task, source data, permissions, failure modes, human review and operating cost, then scope the work so the responsible team can run and improve it after delivery.
Service focusRAG Solutions
Ground generated responses in retrieved, current and permission-aware source material.
Discuss this service ↓Problems solved
When this service becomes useful
Teams repeat high-volume work that depends on scattered information and manual hand-offs.
The current approach to RAG Solutions does not have a clear owner, acceptance criteria or agreed measure of success.
RAG Solutions decisions are split across teams, tools or suppliers, creating avoidable gaps in delivery.
Suitable for
A sensible fit when
- Teams that need to ground generated responses in retrieved, current and permission-aware source material
- Organisations reviewing RAG Solutions before a launch, migration or major investment
- Operations, service, sales and marketing teams automating repeated work without losing control or traceability
Key benefits
What the work should improve
- A clear decision on RAG Solutions, tied to the business goal and audience
- Less rework because data access, permissions, review points and failure handling are resolved before production
- Named ownership, quality checks and a practical way to track quality, time, cost and exception data
Deliverables
Outputs from RAG Solutions
RAG Solutions review and requirements brief
RAG Solutions workflow, data and control design
RAG Solutions implementation with documented quality checks
RAG Solutions evaluation results, runbook and governance handover
Working process
RAG Solutions: from review to handover
Define
Specify the task, boundaries and accountable owner for RAG Solutions.
Ground
Connect RAG Solutions to approved information, tools and permission rules.
Evaluate
Test RAG Solutions against realistic cases, errors and escalation paths.
Govern
Release RAG Solutions with monitoring, human review and change control.
Platforms and technologies
Selected to fit the requirement
OpenAI-compatible APIsAnthropic-compatible APIsVector databasesWorkflow platformsCRM APIsPythonTypeScriptCloud services
Frequently asked questions
Questions about RAG Solutions
What is included in RAG Solutions?＋
Ground generated responses in retrieved, current and permission-aware source material. The final scope lists the decisions, implementation work, review points and handover needed for that outcome.
How does WebGeneric choose an approach for RAG Solutions?＋
We compare the task, source data, permissions, failure modes, human review and operating cost. The recommendation reflects the client's priorities, current setup and ability to operate the result.
What should the client team provide for RAG Solutions?＋
Example tasks, approved source material, system access, permission rules, exception cases and named reviewers.
Enquire about RAG Solutions
Share the requirement, current system and useful constraints.
We will use the information to confirm whether this service is the right starting point.
Discuss RAG Solutions