Research and compliance you can trust. Citations verified. Hallucinations removed.
Built for compliance and research teams making decisions with millions at stake. Every quote is checked word-for-word against the source. If a fact isn't in the document, it doesn't make it into the answer.
We treat hallucinations as a solvable engineering problem, not a personality trait of the model.
Literature review without the made-up papers
Generic AI invents authors, journals, and DOIs. Cemented AI can search the open web — government data, journalist reporting, academic literature, YouTube — or work from papers you've uploaded, and quotes them verbatim. The first draft is one a PI can actually read.
- Quotes pulled verbatim from the source, not paraphrased
- Every claim links to the page it came from
- Refuses the question when the sources don't answer it
Diligence answers with the page reference attached
Diligence is reading hundreds of pages to write one memo. Cemented AI surfaces the answer and tells you which page in which document it came from, so analysts move faster and partners review with confidence.
- Cross-document Q&A on the files you uploaded
- Every answer points to the cited passage
- Quoted excerpts ready to drop into the memo
Numbers tied to the page they came from
Footnotes, filings, and workpapers are full of figures that have to match. Cemented AI extracts numbers with a pointer to the exact line in the document, so controllers and auditors can tie out instead of re-keying. If the number isn't in the source, it's left blank rather than guessed.
- Pulls figures from 10-Ks, audit reports, and contracts
- Each number links to the cited line
- Stays silent when the source is silent
Case research where every quote is real
Made-up citations have ended careers. Cemented AI only quotes text that exists in the source you uploaded, and refuses to fabricate when nothing supports the answer. The memo is ready to review instead of re-check.
- Pin-cite accuracy verified against the source
- No-answer beats wrong-answer by default
- Works on your own document set
Promotional review with the source already attached
MLR cycles stall because claims arrive without page references. Cemented AI drafts and reviews promotional copy with the supporting quote anchored to each claim, so reviewers read the source without leaving the page.
- Every claim paired with a verbatim quote
- Unsupported sentences flagged before review
- Works against the reference library you bring
Evidence summaries that quote the trial, not the model
Medical questions from physicians, payers, and reviewers get audited. Cemented AI builds answers that quote the trial paper, label, or guideline directly, with a page reference attached. The team spends its time judging the evidence rather than chasing it.
- Quotes anchored to the underlying study
- The cited passage opens alongside the answer
- The same evidence surfaces for the same question
Sanctions decisions backed by the controlling text
Examiners accept evidence, not summaries. Cemented AI helps analysts write dispositions that quote the controlling list entry, advisory, or general license you uploaded — so the rationale is visible alongside the decision.
- Dispositions grounded in the documents you provide
- Quotes verified against the underlying text
- The reviewer sees what the analyst saw
Grant applications and board reports with sources attached
Development teams write the same answers over and over: program outcomes, prior funding, board metrics. Cemented AI pulls them from your own documents and quotes the source page, so the next application doesn't start from scratch.
- Pull figures and quotes from prior reports
- Mirror funder language with citations
- Every claim opens the supporting page
Fact-checking with no invented sources
Generic AI is a liability for journalism. Cemented AI quotes only the documents you uploaded — FOIA productions, filings, transcripts — and says "not in the source" when there's no support. The first draft is one a fact-checker can actually rely on.
- Quotes are exact substrings of the source
- Refuses to write what isn't supported
- Works on the document set for the story
Why we built this
Most teams who use AI today end up double-checking it by hand, which defeats the point. The reason is simple: language models guess when they don't know, and they sound just as confident either way. We took the opposite approach — train the model to quote exactly, then verify those quotes against the source. The result is an assistant you can hand work to without watching over its shoulder.
How it works
- Step 1
Search the entire web or bring your sources
Search the open web — government data, journalist reporting, academic papers, YouTube — or upload your own documents and URLs. Either way, every retrieval is scoped to what you chose, and nothing outside it gets quoted.
- Step 2
Ask in plain language
Write the question the way you'd ask a junior analyst. No prompt engineering required.
- Step 3
Get answers with quoted evidence
Each claim is paired with a verbatim quote from the source. Click any citation to open the passage it came from.
- Step 4
Take the work with you
Copy the answer with its quotes, or keep them in place for the next reviewer to verify.
Capabilities worth a closer look
Verified citations
Every quote checked word-for-word against the cited source.
Hallucination removal
If a quote isn't in the source, it doesn't make it into the answer.
Explainability
Every claim traceable back to the passage it came from.
Audit-ready answers
Each answer keeps its cited passages with it for the next reviewer.
Security and privacy
Documents scoped to your account. No frontier-model training.
Web search or your sources
Search the open web, or upload PDFs, Office files, images, and URLs.
How it works
The deeper read on what's happening under the hood.
Our approach
Why we treat hallucinations as a solvable engineering problem.
Common questions
- What does Cemented AI actually do?
- It answers questions and drafts documents from your own sources, and it only quotes things that exist in those sources. If a fact isn't in the document, it's left out rather than guessed.
- Who is it for?
- Teams whose work gets audited, reviewed, or cited — compliance, legal, finance, medical affairs, research, nonprofits, journalism, and diligence. If your output has to stand up to a second pair of eyes, this is built for you.
- How is this different from ChatGPT or Copilot?
- General assistants generate fluent text whether or not the underlying facts are in the source. Cemented AI verifies every quote against the source you pointed at and removes anything it can't verify.
- What does it cost?
- Free to try. Pro and Max for individuals and teams. Enterprise is a sales-led engagement. See pricing for the details.
- How do I get started?
- Sign in and upload a handful of documents, or schedule a 30-minute meeting and we'll walk you through it on your own materials.
- What if I already use another AI tool?
- Most teams keep using their current assistant for ideation and switch to Cemented AI for anything that has to be cited or reviewed. The two coexist comfortably.
See it on your own documents
Sign in and try it in five minutes, or book a meeting for a walkthrough on your materials.