When to use this
Use this when general assistant would directly improve scattered work, slow first drafts, and manual research.
It is a good pilot candidate when the work happens often, has a clear owner, and can be tested with recent real examples.
Use cases
Workflow decision guide
General assistant
Faster drafting, analysis, and everyday decision support.
Knowledge ManagementLow effortMedium risk1-2 weeks
5
Mapped tools
Start with workflow fit. Use tools only after the inputs, review point, and success metric are clear.
Expected impact
Measure the pilot with time saved, draft quality, and review time.
The expected impact should be visible in faster cycle time, fewer manual corrections, or more consistent work quality.
Risk check
Use approved examples, add a review checkpoint, and keep output quality measurable.
Watch for drift, incomplete context, or overconfident outputs before moving the workflow into regular use.
Implementation checklist
Choose approved use cases
Create prompt templates
Set human review rules
Required inputs
These inputs make the pilot more measurable and reduce tool switching later.
Prompt guidelines
Review standards
Related opportunities
These are the business problems this use case can support.
Tool shortlist
Best mapped tools for this use case
ChatGPT
Productivity
ChatGPT is mapped to general assistant based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium
Claude
Productivity
Claude is mapped to general assistant based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium
Microsoft 365 Copilot
Productivity
Microsoft 365 Copilot is mapped to general assistant based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid
Perplexity
Research
Perplexity is mapped to general assistant based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium
Gemini
Productivity
Gemini is mapped to general assistant based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium