- Best for
- Conversational drafting, structuring, explanation and working across text, files and media.
- Useful applications
- Workshop planning, plain-English rewrites, resource structures, critical questions and first drafts.
- Limitations
- May invent information and citations; available features and data controls depend on the account and plan.
- Privacy considerations
- Do not assume a personal account is approved for work data. Check current settings, terms and organisational policy.
- Consider another tool when
- Use a source-bounded tool when your main task is interrogating an approved document collection.
Vendor-neutral guidance
AI tools
Choose a tool for the task, not because it is fashionable. Products change quickly; professional responsibilities stay with the user.
- Best for
- General AI assistance, particularly for organisations already using Google’s productivity environment.
- Useful applications
- Drafting, summarising approved material, idea development and working with permitted documents.
- Limitations
- Output still requires verification; integration does not mean every organisational document is safe to process.
- Privacy considerations
- Check whether you are using a personal, Workspace or organisation-managed account and what controls apply.
- Consider another tool when
- NotebookLM may suit a task that must remain closely grounded in a selected set of sources.
- Best for
- Exploring and summarising an intentionally selected collection of sources you provide.
- Useful applications
- Guidance comparison, evidence briefings, study notes, source-led questions and audio overviews.
- Limitations
- The quality and completeness of the answer depend on the sources supplied; summaries may still miss nuance.
- Privacy considerations
- Upload only material approved for that system and purpose. Source-grounded does not remove information-governance duties.
- Consider another tool when
- A general assistant may be better for open-ended drafting that is not tied to a document set.
- Best for
- Careful drafting, analysis and work with longer documents or detailed instructions.
- Useful applications
- Document structure, editing, comparison, scenarios and developing thoughtful first drafts.
- Limitations
- Can be confidently inaccurate and should not be treated as an authority or professional decision-maker.
- Privacy considerations
- Account type, retention and organisational agreements require checking before professional use.
- Consider another tool when
- A research-orientated tool can be more convenient when current linked web sources are central to the task.
- Best for
- Exploratory web research that presents linked sources alongside an answer.
- Useful applications
- Scoping a topic, finding candidate sources and identifying terminology or questions for deeper research.
- Limitations
- A citation beside a sentence does not prove the source supports it. Coverage and source quality vary.
- Privacy considerations
- Do not include sensitive case or organisational information in a search query on an unapproved service.
- Consider another tool when
- Use original databases, official websites and direct source reading for a formal evidence search.
Tool features, privacy terms and account controls change. Review the provider’s current documentation and your organisational guidance before professional use. Page reviewed 12 August 2026.