Good evening
Collection workflow active with persisted snapshot. 31 validated records ready to inspect.
Active workflows
0
All workflows idle
Records collected
47
36 unique after deduplication
Average quality
88%
Verified provenance ratio
Source coverage
9
Grounded web sources
Active and recent requests
Latest data collection activity
| Request | Status | Progress | Records | Quality | Updated | |
|---|---|---|---|---|---|---|
| Indian SaaS companies hiring Java backend developers DR-1048 | Running | 82% | 36 | 88% | 2 min ago | |
| Java backend jobs in Bengaluru (last 14 days) DR-1047 | Complete | 100% | 58 | 91% | Today, 10:42 | |
| Indian SaaS companies hiring software engineers DR-1046 | Needs review | 100% | 112 | 79% | Yesterday | |
| Spring Boot developer openings in Pune & Hyderabad DR-1045 | Complete | 100% | 41 | 93% | Sep 22 |
Adaptive collection and deterministic qualification
Automated qualification validates each candidate record against hard constraints, recovers missing facts, and flags cross-source conflicts.
+10
Additional records verified
11
Duplicates removed
2
Conflicts detected
29 → 8
Incomplete records