Research lane
Question + material
Choose Quick Answer for a cited response, or Deep Research for an editable Case Plan and source-backed Living Case.
Starglass by Aculeus
Data in. Intelligence out.
Aculeus makes Starglass, the collaborative research agent that helps teams investigate questions, work with source material and structured data, and carry important findings into source-backed Living Cases.
Preview: Question + material
Two entry lanes · one workbench
Bring a question or structured data.
Starglass keeps both paths collaborative. The research lane follows the three Case states below; Data Workbench is a second entry into that same shared workspace, not another Case stage.
Data Workbench
Structured data enters the same Starglass workbench.
Start a shared, workspace-scoped Data Project. Ask Starglass a question or run a deterministic check, then keep the useful finding with the project team.
Inside the project
- Ask or check. Ask Starglass about counts, missingness, duplicates, or a comparison, or choose a deterministic check with explicit inputs.
- Inspect and collaborate. Inspect the result, then save, share, and comment on a finding inside the shared Data Project.
Raw rows stay private. Starglass sees bounded schema profiles and computed aggregates, not raw rows, filenames, or private object URLs.
You can optionally carry a material finding into an editable Deep Research Case Plan. Nothing auto-starts, and many data findings stay useful without becoming Cases.
The live product path
From question to Living Case.
The homepage follows the same three states you see after sign-in.
Starglass by Aculeus
Bring the first question or dataset.
Use Quick Answer for a cited response. Choose Deep Research when the work should become a Living Case. Or start a shared Data Project to ask, check, and carry a finding into research when it matters.