Documents · Page-cited
Chat with a PDF: ask the 2026 Budget Speech
Chat with a PDF in plain words: ask South Africa's 2026 Budget Speech a question, and the answer comes only from the speech, with the page it came from and the exact words that support it. If the speech doesn't cover your question, it tells you instead of guessing.
2026 Budget Speech · Minister of Finance · 25 February 2026 · 25 pages
Open the PDF ↗Your documents work the same way.
Contracts, policies, tenders, manuals or a whole shared drive: we build systems that answer from your own documents, show the page every answer came from, and say plainly when the documents don't cover something.
How it works
- 01
The speech is split into passages
All 25 pages become 49 numbered passages, each tagged with its page.
- 02
The model may only use those passages
Your question and every passage go to the model, which is told to answer from them alone.
- 03
Every quote is checked
It must quote the passage it relied on. We check each quote against the page before showing it, and link to the page in the official PDF.
- 04
No source, no answer
If nothing in the speech supports an answer, you are told plainly.
For your business
Answers from your own documents.
Policies, contracts, tenders, product manuals and years of shared drives: we build assistants that answer from your documents with the page and passage, respect who may see what, and say plainly when the documents don't cover a question.
Focused builds from R8,000 · full systems from R80,000
Questions
Is this the official Budget Speech?
Yes: the 2026 Budget Speech delivered by the Minister of Finance on 25 February 2026, as published by National Treasury. Every answer links to the page in the official PDF.
Can I ask my own document?
Not in this public demo. We build the same thing privately on your own documents, so they never leave the systems you choose.
How do you stop it making things up?
It may only use the speech's passages, it must quote the passage it used, and a quote that doesn't match the page text is never shown as a citation.
Is this tax advice?
No. It explains what the speech says. For your own tax position, speak to a registered tax practitioner.
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