My boss wants a breakdown of the hidden costs associated with switching from a proprietary tool to an open source project management platform.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My boss wants a breakdown of the hidden costs associated with switching from a proprietary tool to an open source project management platform.
1 real search · 1 real-search pass
total cost of ownership open source software migration hidden costs maintenance security support data migration project management platformGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
total cost of ownership open source software migration hidden costs maintenance security support data migration project management platform Google ↗
- Defining the Total Cost of Ownership for the Transition to Open Source Systems · citeseerx.ist.psu.edu
- TCO Software: How to Calculate Software Total Cost of Ownership (2026) · shopify.com
- OFTEN OVERLOOKED COSTS · static-assets.softwareadvice.com
- Open-Source vs. Proprietary Software: Cost, Control & Support · itechguides.com
- Open-Source vs SaaS: Cost, Security, Support and Lock-In · itechguides.com