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Built for high-stakes research

AI research without compromising accuracy

Oryx helps research teams create research they can stand behind. Keep every document aligned to your standards, catch factual issues before they undermine confidence, validate claims and citations, and improve sections inline without losing control.

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  • Claims and citations checked
  • Every revision visible
  • No credit card

Used for investment research, academic research, briefs, reports, and other high-stakes documents where claims need to hold up under scrutiny.

  • Investment research
  • Academic research
  • Briefs
  • Reports
The Problem

AI starts strong. Then it drifts from the research standard.

Research teams do not lose confidence because the first version was imperfect. They lose confidence when AI starts slipping away from guidelines, claims are weak or unsupported, citations are incomplete, and too much time goes into manual checking before a document can be shared.

  • Reviewer, round 2

    “This section no longer meets our evidence standard.”

    AI starts strong, then drifts away from the research standard.

  • Stakeholder, after circulation

    “What’s the source for this figure?”

    A fabricated claim, shaky statistic, or unsupported conclusion can undermine the whole document, and it often shows up too late.

  • Analyst, before every share

    “I’m checking every claim and reference by hand.”

    Teams spend too much time manually checking claims and references.

Use AI without lowering the bar.

Oryx gives teams a way to use AI without lowering the bar. Keep documents aligned to your standards, check factual claims and citations before anything leaves your team, and keep every revision visible from first version to final delivery.

What You Get

Why research teams need this

Guidelines settings with an Add guidelines form for brand voice, style rules, and approved terminology Claim flagged red and verified green Citation with a Source Verified seal and snippet Guideline review panel flagging three issues in a client document, each tied to a specific guideline Inline edit toolbar over highlighted text Version diff between two revisions
How It Works

Aligned from first version to final delivery.

  1. 01 Set the standard

    Use your research standards, citation expectations, and document requirements as active guidelines inside the workflow.

  2. 02 Create and refine

    Write and improve reports, briefs, and research documents in one place while keeping those standards in play.

  3. 03 Review before sharing

    Check the work against guidelines and surface unsupported claims, clarity issues, structural gaps, and citation weaknesses before they become problems.

  4. 04 Validate claims and citations

    Review factual statements and supporting references before the document reaches clients, stakeholders, reviewers, or publication.

  5. 05 Edit and finalize inline

    Make targeted improvements where the text already lives, then share the work with more confidence.

The Difference

Before vs. with Oryx Studio.

Without Oryx Studio
  • AI starts strong, then drifts away from the research standard
  • Teams spend too much time manually checking claims and references
  • Unsupported or fabricated details show up too late
  • Citations and evidence quality are harder to keep consistent across revisions
  • AI edits happen in disconnected chat windows
  • Version history gets messy as more reviewers get involved
With Oryx Studio
  • Documents stay aligned to research standards from creation to final delivery
  • Claims and citations get checked before the work goes out
  • Teams have a more reliable way to protect accuracy and trust
  • Researchers and reviewers work in one controlled document flow
  • Edits happen inline, where the writing already lives
  • Every version stays visible and recoverable
FAQ

Common questions.

Everything you need to know about Oryx Studio.

Is Oryx just another AI writer?
No. Oryx is built for teams that need AI-assisted research documents to stay accurate, supported, and aligned to standards before they are shared.
How is this different from using ChatGPT plus a document editor?
Oryx keeps the writing, review, claim validation, inline edits, and version history in one workflow. Your team does not have to stitch trust and accuracy together across separate tools.
Can Oryx help with citations and factual support?
Yes. Oryx helps teams review claims, validate supporting references, and catch weak or unsupported points before the document goes out.
Is Oryx useful for investment and academic research?
Yes. It is especially useful when accuracy, defensibility, and review quality matter as much as speed.
Can multiple contributors work through revisions without losing control?
Yes. Oryx helps teams keep standards active and track changes clearly across multiple rounds of revision and review.
Start for free today

Create research you can stand behind

Keep every document aligned to your standards, check key claims and citations before they go out, and move faster without compromising trust.

Start free
  • Claims and citations checked
  • Every revision visible
  • No credit card