Use Case Research Library

Source-anchored AI workspacesfor document-heavy research.

Cassandra turns papers, notes, reports, and technical records into a custom Constellation Dataset. Compare claims, inspect evidence, visualize relationships, and export a workspace you own.

Open Cassandra See Pricing

01Five focused applications

02Source-linked answers

03Lifetime hosted + unlimited chat

Use Case Explorer

Choose the research job. See exactly what Cassandra gives you.

Case 01

Literature & thesis research

Move from one-paper-at-a-time reading to a source-linked view of the full scholarly record.

Bring this corpus

Articles, preprints, chapters, supplementary material, annotations, notes, and references.

Use Cassandra to

Compare claims, methods, findings, gaps, and citations across papers.
Trace agreements, contradictions, and evidence back to the source.
Reuse the organized corpus throughout review, drafting, and revision.

Best forGraduate researchers / Academic teams / Systematic and scoping reviews

Case 02

Technical & lab knowledge

Connect technical documentation and experimental knowledge before context disappears across files or people.

Bring this corpus

Manuals, specifications, implementation documents, reports, protocols, lab notes, and prior findings.

Use Cassandra to

Compare requirements, methods, implementations, and results.
Preserve experimental context and institutional knowledge.
Find dependencies, inconsistencies, and missing evidence across technical records.

Best forR&D teams / Laboratories / Engineering and technical research

Case 03

Policy & proposal support

Build policy and proposal claims on evidence that reviewers can inspect.

Bring this corpus

Policy reports, stakeholder submissions, funding calls, prior grants, related work, and supporting research.

Use Cassandra to

Inspect evidence, definitions, stakeholders, and contradictions.
Connect policy or proposal claims to their supporting sources.
Identify weak evidence and missing context before review or submission.

Best forPolicy analysts / Grant teams / Research offices

Case 04

Due diligence

Turn mixed document packets into a clear, source-anchored view of opportunity, risk, and uncertainty.

Bring this corpus

Market research, scientific studies, legal documents, technical reports, and internal memos.

Use Cassandra to

Compare claims across market, scientific, legal, and technical records.
Surface contradictions, assumptions, uncertainty, and missing evidence.
Trace each conclusion back to the original source before relying on it.

Best forStrategy teams / Research-led investors / Technical and scientific diligence

Case 05

Cross-discipline demo corpora

Evaluate Cassandra across familiar research domains before planning a custom corpus.

Bring this corpus

Biology, chemistry, data science, earth science, economics, psychology, and physics collections.

Use Cassandra to

See how claims, methods, entities, and citations become a connected dataset.
Test source-anchored questions across a complete research corpus.
Evaluate visualization, chat, and export workflows for your own application.

Best forEducators / Evaluating research teams / Prospective Cassandra users

One Workflow

Different research questions. The same clear path to an owned dataset.

01
Define your Goal
Describe the research goal in natural language, as you would to your own research team.
02
Upload the corpus
Add the papers, notes, reports, manuals, or mixed documents that form the corpus.
03
Approve the Build
Review the size and build-time estimate, then approve your Constellation Dataset.
04
Chat, Visualize, Own
Ask source-anchored questions, visualize relationships, and export the result in portable formats.

Your Research Infrastructure

Build the Constellation Dataset for your work.

Upload the corpus once. Keep the source-anchored workspace with lifetime hosted access, unlimited chat sessions, and portable exports.

Open Cassandra View Pricing

Lifetime hosted access

Unlimited chat sessions

Source-linked workspace

Portable exports you own

Source-anchored AI workspacesfor document-heavy research.

Choose the research job. See exactly what Cassandra gives you.

Literature & thesis research

Technical & lab knowledge

Policy & proposal support

Due diligence

Cross-discipline demo corpora

Different research questions. The same clear path to an owned dataset.

Define your Goal

Upload the corpus

Approve the Build

Chat, Visualize, Own

Build the Constellation Dataset for your work.