Example 1 of 3: RAG for Contracts: Ask the Whole Pile One Question

Example 1 of 3 in the RAG series, where we stop explaining and start showing. The machinery is in Part 1 if you want it.

Every company has the drawer. Sometimes it is a shared drive, sometimes a filing cabinet, sometimes one person's email. Inside it are the contracts: customers, vendors, leases, services, renewals nobody is watching until they happen.

Ask that drawer a simple question, like “which of our vendor contracts renew in the next 90 days, and how much notice do we have to give?” and watch the week disappear. Somebody opens files one by one. Versions disagree. The signed copy is not always the copy in the folder. The answer arrives late and nobody is fully sure it is complete.

The same pile, with RAG on top

Now imagine asking the pile itself. The contracts are read once, cut into pieces, and stored the way Part 2 described. Then the questions become ordinary sentences:

• Which contracts auto renew this quarter, and what is the notice period for each?
• Which agreements have no limit on liability?
• Which contracts let the other side raise prices, and by how much?
• Show me every clause about termination for convenience.
• Which of these contracts says something different from all the others?

Each answer comes back with the clause it came from, in the document it came from, so the person asking can read the original words in ten seconds. The system is not giving legal opinions. It is doing the finding, the comparing and the first summary, which is the part that eats days.

Who actually uses this

Legal teams use it to stop being a search service for the rest of the company. Operations managers use it before a renewal lands on their desk uninvited. Owners use it when a dispute starts and the question “what did we actually agree to” needs an answer today, not next week.

Notice what did not change. The contracts are the same files. The knowledge was always in the building. What changed is that asking stopped depending on one person's memory and one person's afternoon.

One honest warning

A contract pile is also where Part 7 of this series earns its keep. If the folder holds three versions of an agreement and nobody knows which one was signed, RAG will faithfully answer from the wrong one if that is the one it can read. The fix is not better AI. The fix is one clean set of signed documents, which is a small piece of housekeeping most companies have postponed for years.

Our demo includes a sample contracts set, so you can ask these questions yourself and see the sources come back with the answers. The link is at the bottom of this page. In the next example, the pile is made of purchase orders and invoices, and the questions are about money.