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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: $100

updateMay 7, 2026

Atlassian Rovo

Atlassian-centric buyers should model Jira, Confluence, JSM, and Teamwork Collection allowances separately instead of treating Rovo as one flat quota. The near-term risk of core Rovo overage billing is lower than a simple quota warning implies, but engineering teams still need a separate Rovo Dev budget and overage control.

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.

updateApr 9, 2025

Atlassian Rovo

For Atlassian-centric teams, Rovo shifted from a separate AI experiment to a bundle-native option worth evaluating before buying another standalone knowledge assistant.

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, Atlassian Rovo
Estimated monthly self-serve cost: $100
Highest impact: update

## Impact Alerts
- Atlassian Rovo: Atlassian clarified Rovo allowance pools and the separate Rovo Dev overage model. 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.
- Atlassian Rovo: Atlassian began rolling Rovo into paid Jira, Confluence, and JSM Cloud subscriptions. 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/)
- [Atlassian Rovo](https://www.atlassian.com/software/rovo/pricing)
- [glean vs atlassian-rovo](/en/compare/glean-vs-atlassian-rovo)
- [glean vs chatgpt](/en/compare/glean-vs-chatgpt)

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