Answers from your documents
It reads policies and manuals, past exam papers, tax records and contracts ahead of time, and answers from that material. Each answer shows which document, and which part, it came from. This approach is called RAG.
LabRAG
AI RAG
Upload your material, describe it, and your service gets built. Past exam papers, tax records, contracts, internal policies — a RAG engine reads them as they are and answers with the source.
What it does
Takes over repetitive work
Sorting documents, moving them into a fixed format, summarizing and sending the result. Work done the same way every time is handed to AI, and people only check the result.
No answer without a source
Every answer carries the document and the passage it came from. If it is not in the material, it says so.
How it works
From documents to answers
The order in which RAG runs.
Example
When do I have to settle travel expenses?
Within 7 days of the end of the trip. For overseas trips, the exchange-rate reference date is set separately.
Source: Travel Expense Policy, Art. 12 (2)
An illustration. Real answers depend on the documents you upload.
01
Upload the material
PDF, Word, Excel and photos, in the format you already have.
02
Describe what it should do
Write how it should be handled in your own words, and it gets built.
03
Answers with the source
It finds the relevant parts in your material, answers, and shows where it came from.
Where it fits
Where it is used
Places with plenty of material that takes time to search, and work done by hand the same way every time.
- Answering questions about internal policies and manuals
- Answering customer questions from product material
- Drafting documents and filling in forms
- Organizing and summarizing scattered material
Who builds it
Experts in the field build it themselves
No development knowledge needed. The person who knows the policy, the tax rules or the exam builds the service their own work needs.
Built in plain words
Write what should happen and how, in your own words, and it gets built. No code is written.
Write down what to fix and it lands
Write down where a result went wrong and how. From the next result on, that standard applies.
Only what a person checked goes out
A result nobody checked is not final. The person who checks it is the expert in that field.
Cases
Services running on this engine
Each is built from material and a description. The people building them are the experts in that field.
Exam questions
It reads past papers and teaching material and writes exam questions with explanations. Nothing goes out until the person who sets exams has checked it.
Tax
It gathers and organizes the material a filing needs and finds what is missing. The tax expert sets the standard.
Legal
It finds the clauses to check in contracts and policies and shows the evidence. The legal expert sets the standard.
Questions
What material do you need?
The document files you already use. They do not need to be tidy.
How is this different from LabChure?
It is the same engine. LabChure uses it to build websites; LabRAG connects it to whatever material you have and builds the service you need.
What if an answer is wrong?
Every answer carries its source, so you can check it on the spot. If it is not in the material, it says so.
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