PRODUCTS
Three products. One layer.
Each product is built for a different reader and inherits the same four habits from Aculeus: capture the document, cite the words, challenge the finding, leave a receipt.
PRODUCT 01 · RESEARCH AGENT FOR TEAMS
Starglass
FOR ANALYSTS, NEWSROOMS AND TRADE ASSOCIATIONS
Bring a question and the material. Starglass plans the research with you, runs it, and hands back a Living Case with every source attached.
- Quick Answer or Deep Research
- An editable Case Plan before anything runs
- A Living Case that stays open
- StartBring the question and the material.Choose Quick Answer or Deep Research. Deep Research keeps the question and attached files together in the composer.
- ShapeShape the Case Plan with Starglass.Review the editable Case Plan, amend it in chat, then choose Start research. Nothing runs before that decision.
- ContinueKeep working from the Living Case.The finished Case keeps cited source links, the conversation, follow-up questions, and controls to add research.
WHAT IT INHERITS
- 01CaptureThe document, not the link.
- 02CiteTo the page and the words.
- 03ChallengeWe argue with our own findings.
- 04ReceiptWhat was searched, and what was not.
PRODUCT 02 · CREATOR-OWNED PUBLICATION NETWORK
PublicTide
FOR INDEPENDENT CREATORS AND THE READERS WHO FOLLOW THEM
See which stories are gaining public momentum, pick the one worth a closer look, and read the source behind it. A Morning Brief carries the finding, the strongest counter-case, and the sources.
- Reader demand is recorded in the open
- Creators decide what enters research
- Every story names its source
Creators keep their masthead, their readers and their voice. For creators (opens in a new tab)

WHAT IT INHERITS
- 01CaptureThe document, not the link.
- 02CiteTo the page and the words.
- 03ChallengeWe argue with our own findings.
- 04ReceiptWhat was searched, and what was not.
PRODUCT 03 · MARKET RECORD READER
Equites
FOR PEOPLE WHO READ FILINGS, NOT HEADLINES
Someone has to read the filing. Equites puts the filings, federal contract actions, insider ownership forms and exchange price history beside what moved, and every reviewed claim points to a receipt.
- Filings, contracts, insider forms, price history
- Nothing enters that is not sourced
- A historical Case, not a live signal
Historical Case. Not a live signal or investment recommendation.

WHAT IT INHERITS
- 01CaptureThe document, not the link.
- 02CiteTo the page and the words.
- 03ChallengeWe argue with our own findings.
- 04ReceiptWhat was searched, and what was not.
THE LAYER · FOR YOUR ORGANIZATION
Run it on your own record.
The layer runs for media groups, funders and platforms on their own questions and documents. Engagements are scoped around the research work, the team and any deployment requirements, and terms are confirmed in writing before work begins.
- Your record
- Your files and structured data stay in your workspace. Raw rows stay private.
- What you keep
- The Cases, citations and receipts stay in your workspace.
- The shape of a deal
- Scoped with you directly. Terms in writing before work begins.
TALK TO US
Bring the layer to your desk.
Newsrooms, oversight desks, media groups, funders and platforms work with us directly. Tell us what you need to know, who needs to know it, and which product you have in mind. A person replies.
WHAT WE DO WITH WHAT YOU SEND

