Business is built around the decision that follows the answer.
Compare the source, review, and delivery workflow you need. Research assistants already offer citations and structured reports; workspace and case tools may add configured review and approval processes. Business connects a selected source pack to its brief, recommendation, and case review workflow.
| Experience | Gixo Business | Research and AI assistants ChatGPT · Claude · Gemini · Microsoft 365 Copilot | Workspace, research and case tools Notion · Coda · Gemini Notebook / NotebookLM · Perplexity · AlphaSense · Rovo · Glean · Guru · Shibumi |
|---|---|---|---|
| Starting point | A business question and selected source pack | A question, uploaded context, connected sources, or research plan | A workspace, source notebook, research question, or configured case |
| What you get | Create a reviewable brief or recommendation, and carry supported evidence into a governed Business Case | Research, synthesize, analyze, and draft outputs from the selected sources | Retrieve knowledge, generate reports, or manage configured work and case workflows |
| Output choice | Brief, recommendation, diagnostic, or Business Case; decks route to Lumen and standalone decisions/frameworks to Prism | Structured reports and editable files where the selected product, mode, and account support them | Pages, reports, tables, files, or case records depending on the product and configuration |
| Evidence experience | Selected-source quality, missing inputs, and supported number/citation checks are surfaced for review | Research modes can cite web, uploaded, or connected sources; users still verify what each citation supports | Source permissions, citations, freshness, or review controls vary by product and setup |
| Executive review | Brief checks and supported case approval, revision, snapshot, and audit controls. Comments, sharing, and content review require Professional or higher and the required content role | Plans, citations, and editable outputs can be reviewed in the product; people remain responsible for the conclusion | Inline review, knowledge verification, or configurable approval gates depending on the workflow |
| Next step | Start with the business question, evidence, and review responsibilities | Choose the research or analysis mode and allowed sources | Choose the workspace, knowledge, or case workflow that fits the job |
Official product documentation checked on 10 October 2026. Features, editions, connected-source permissions, and configured workflows vary. Evaluate each product on the same source material and review requirements. ChatGPT research, Notion AI, and Shibumi case workflows illustrate the overlap.
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