What are the common failure modes when using UiPath document comprehension for unstructured legal contracts, and how do automation architects fix them?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the common failure modes when using UiPath document comprehension for unstructured legal contracts, and how do automation architects fix them?
2 real searches · 1 real-search pass
UiPath Document Understanding contracts unstructured documents limitations taxonomy extraction validation human in the loop official documentationGoogle ↗
OBSERVEDInstruction
UiPath Document Understanding modern projects generative extraction contracts clauses official documentationGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
UiPath Document Understanding contracts unstructured documents limitations taxonomy extraction validation human in the loop official documentation Google ↗
UiPath Document Understanding modern projects generative extraction contracts clauses official documentation Google ↗
- Document Understanding · docs.uipath.com
- IXP · docs.shared-prd-svc-eus-01.prd-shr.kubefabric.uipath.systems
- UiPath IXP · uipath.com
- IXP · docs-prd-tm.prd-shr.kubefabric.uipath.systems
- Activities · docs.uipath.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UiPath Document Understanding contracts unstructured documents limitations taxonomy extraction validation human in the loop official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
UiPath Document Understanding modern projects generative extraction contracts clauses official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |