A private, branded Q&A panel next to your report. Every answer cites the source pages. Figures match the document word for word. Hosted, built for Gulf-listed companies and their IR teams.
Investor relations
Annual Integrated Report 2024
Financial highlights
Revenue: 2.4 billion, up 9% YoY
How did revenue change year-on-year?
Revenue was 2.4 billion in 2024, an increase of 9% from 2.2 billion in the prior year. Full-year revenue for the period ended 31 December 2024 was 2,420 million, compared to 2,213 million for the period ended 31 December 2023.
Sources
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Representative exchange. Faithful to the real flow, generic document and placeholder figures, no client data.
“Most chat tools answer fast. This one answers, and shows you exactly where the answer came from.”
Integrations: the published report (PDF or document export), your brand colors and report title, and an optional investor disclaimer on every response. No AI keys for you to hold, no accounts for your team to provision.
When the question is hard. Real readers ask off-topic questions, ambiguous questions, and sometimes adversarial ones. When the report does not contain the answer, the assistant says so cleanly instead of guessing. Cross-report requests are refused by design. Prompt injection and jailbreak attempts are screened and turned away. Anything that cannot be grounded in the source becomes an honest 'not in this report', because a confident wrong number is worse than an honest 'not found'.
Every answer is grounded in your report and cites the exact page. Figures are matched to the source word for word. When the report does not contain the answer, the assistant refuses clearly instead of guessing, because a confident wrong number is worse than an honest not-found. Before a report goes live it is run through an accuracy bank, and release is blocked if any fact lookup returns a wrong number or an unsupported citation.
No. Each report is stored and answered in its own isolated space, and a question that points at another client's report is refused. This separation is verified by an automated test that specifically tries to cross the boundary and confirms it holds.
You provide the published report. There is nothing to install, no accounts to set up, and no AI keys for you to hold, because the service is hosted and maintained for you. Costs cannot spiral: each report has a question quota and a per-minute limit, plus a hard spend cap that pauses answering when reached, and every call is metered so spend stays visible.
Publishing a report and want a source-cited Q&A on it? Send me the rough idea. I'll tell you honestly if it fits.
Tell me what's broken. I'll reply with whether AI fits your problem and what it costs to fix.
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