Existing
Both features available
Step 1
User lands on page
Available
AI generates dataset A
Also triggers creation of the master data container as a side effect
Independent requirement 1
Available
Manually add dataset B
Added into the master data container separately
Independent requirement 2
Proposed
AI path blocked
Step 1
User lands on page
New feature
Master data container auto-generated
Created on page load for dataset B
Independent requirement 2
Blocked
AI cannot run
Master data container already exists. AI needs to trigger its creation but can't.
✕ Blocked
Independent requirement 1 — lost
Available
Manually add dataset B
Independent requirement 2
✕
Dataset A lost. No one had noticed.
✓
Dataset B auto-generated.
Solution
Both features preserved
Step 1
User lands on page
New feature
Master data container auto-generated
Created on page load for dataset B
Independent requirement 2
Available
AI creates dataset A within existing master
Decoupled from triggering the master data container. Works with what exists.
Independent requirement 1 — preserved
Available
Manually add dataset B
Independent requirement 2 — preserved
✓
Dataset B auto-generated.