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Know when to buy, switch, or wait on your AI tool stack.

Change impact watchlist

Track AI tool changes before your team renews the wrong stack.

Save the tools your team is evaluating, see which tracked changes affect that shortlist, and generate a decision memo you can share without sending internal docs or code.

Tools in this stack

Impact alerts

What changed for this shortlist

Impact score: 80

Estimated monthly cost: Custom quote

updateApr 6, 2026

Notion AI

Notion still works well as a bundled workspace AI buy, but teams that want sustained autonomous automation now need to budget a separate metered line instead of assuming the all-in workspace price covers everything.

Update the decision memo before sharing this stack.

updateJan 27, 2026

Glean

This makes Glean more defensible as a governed enterprise context platform even for companies that do not want to standardize on one assistant, because it can feed Claude Code, Cursor, Copilot, ChatGPT, and other MCP hosts from one permission-aware layer.

Update the decision memo before sharing this stack.

updateMay 13, 2025

Notion AI

For teams already considering Notion as a shared workspace, AI is now part of the workspace decision instead of a separate add-on line item, which improves Notion's seat economics against Copilot Business and other suite-native assistants.

Update the decision memo before sharing this stack.

Decision memo

Exportable buying note

# AI Stack Decision Memo: Team AI shortlist

Buyer context: team / coding
Team size: 5
Selected tools: Glean, Notion AI
Estimated monthly self-serve cost: Custom or incomplete pricing
Highest impact: update

## Impact Alerts
- Notion AI: Notion now prices Custom Agents separately after the bundled AI layer. Update the decision memo before sharing this stack.
- Glean: Glean expanded its open agent platform with MCP and third-party agent interoperability. Update the decision memo before sharing this stack.
- Notion AI: Notion Business and Enterprise now include unlimited Notion AI. Update the decision memo before sharing this stack.

## Pricing Caveats
- Glean: No published seat pricing is available for direct comparison.
- At least one selected tool lacks complete self-serve monthly pricing.

## Evidence
- [Glean](https://www.glean.com/)
- [Notion AI](https://www.notion.com/pricing)
- [notion-ai vs chatgpt](/en/compare/notion-ai-vs-chatgpt)
- [gemini vs notion-ai](/en/compare/gemini-vs-notion-ai)
- [microsoft-365-copilot-business vs notion-ai](/en/compare/microsoft-365-copilot-business-vs-notion-ai)
- [notebooklm vs notion-ai](/en/compare/notebooklm-vs-notion-ai)
- [glean vs notion-ai](/en/compare/glean-vs-notion-ai)
- [glean vs chatgpt](/en/compare/glean-vs-chatgpt)
- [glean vs atlassian-rovo](/en/compare/glean-vs-atlassian-rovo)

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