We have a mess of legacy RPA bots breaking every week. Are AI-driven workflow automation tools actually reliable enough to replace them yet?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have a mess of legacy RPA bots breaking every week. Are AI-driven workflow automation tools actually reliable enough to replace them yet?
3 real searches · 1 real-search pass
2026 enterprise AI agents workflow automation reliability production adoption benchmarks RPA agentic automation limitationsGoogle ↗
OBSERVEDComparison
2026 UiPath agentic automation reliability governance human in the loop officialGoogle ↗
OBSERVEDOther / navigational
2026 Microsoft Power Automate AI agents automation governance reliability officialGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 enterprise AI agents workflow automation reliability production adoption benchmarks RPA agentic automation limitations Google ↗
2026 UiPath agentic automation reliability governance human in the loop official Google ↗
2026 Microsoft Power Automate AI agents automation governance reliability official Google ↗
- State of AI Agents · langchain.com
- Three Quarters of Organizations Admit Gap Between Agentic AI Vision and Reality · camunda.com
- The State of Agentic AI: H2 2026 · nylas.com
- AI Agent Success Hinges on Reliability, Not Autonomy · gartner.com
- UiPath · uipath.com
- Power Automate · microsoft.com
- Automation Anywhere · automationanywhere.com
- Workato · workato.com
- ServiceNow · servicenow.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 enterprise AI agents workflow automation reliability production adoption benchmarks RPA agentic automation limitations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 UiPath agentic automation reliability governance human in the loop official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 Microsoft Power Automate AI agents automation governance reliability official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |