Similar documents, different owners
Standard policies and contract templates can rank together. Similar meaning does not prove that a document is the right one. Issuer and version matter.
Internal document questions
Document answers that can be checked
RAGForge is a commercially licensed document Q&A application that runs in your environment. It checks evidence before it writes the final answer, cites its sources, refuses when the evidence is too weak, and keeps a record of the request.
- Runs in your environment
- Checks evidence
- Cites sources
- Keeps request records
Why a fluent answer is not enough
A wrong source, an old version, or a guess with no record
Any one of those makes an internal answer something a person cannot defend. These are cases to test before choosing a product. They are not a ranking of how often each one happens.
A question about an earlier date
Without saved history and effective dates, a system may answer a historical question from today's text. Current text is not proof of what applied then.
Evidence too thin to answer
If the retrieved text does not support a final answer, the useful result is a refusal with a recorded reason — not a fluent guess.
What has to be true
Four outcomes, before any feature list
These are the requirements a document system has to meet when a wrong answer is an incident to explain. They apply to RAGForge and to every other option.
- CustodyDocuments, prompts, and indexes stay in an environment you approve. The application does not require storage on the vendor's platform.
- EvidenceThe system decides whether the retrieved text is enough before it writes the final answer.
- SourcesAn answer that is not a refusal carries citations a person can open. A refusal is recorded as a refusal.
- RecordsA later reviewer can see the evidence decision, the refusal reason when there is one, and the quality result.
What kind of product this is
An installed application, not a framework and not a hosted search product
No category is always best. The right choice depends on the documents, the cost of a wrong answer, where data may be processed, and who will operate the system.
The provider runs the core service
Often the faster start when the provider's regions, models, and controls already meet the requirement. The provider may still process the data.
Your team assembles the system
The most freedom. Your team owns testing, security, deployment, upgrades, and the rule that decides when to refuse.
You license the application and run it
You operate the infrastructure. You configure retrieval, evidence rules, testing, and record-keeping. There is no per-request fee to RAGForge.
Named platform comparisons stay out of this site. Current vendor documentation should be checked before any such comparison is shared. The questions to ask of every option.
Next step
Test it on your documents before you choose
A typical test uses 25–50 questions, including questions that should be refused. It is an early signal, not proof the system is ready for production. You keep the results, including the unfavourable ones.