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Reduced UI stutter during active scans by optimizing progress events and renderer refreshes.
Refreshes the full opportunity snapshot only once after a batch scan completes, avoiding repeated queries, transfers, and full-page renders.
Removed redundant document reads, project-relation calculations, and monitor-match lookups during opportunity ingestion.
Improved snapshot aggregation and relation-count caching for faster loading and filtering in large local opportunity libraries.
Renders only the first 100 opportunity cards initially, with incremental loading for smoother scrolling and interaction across large datasets.
Enterprise Profile Matching
Generates a local match score from target industries, service regions, capabilities, qualifications, personnel certifications, past performance, and competitive advantages.
Automatically ranks profile-matched opportunities ahead of unmatched items while preserving the existing time order within the remaining results.
Shows profile match scores and evidence in both the overview and opportunity list, and recalculates ranking immediately after the profile is updated.
Runs profile matching entirely on-device without additional AI requests or model costs.
Interface Improvements
Refined profile-match badges in Dark mode with better colors, borders, and visual hierarchy for high, medium, and low matches.
Refined bidding-stage progress tracks and completed bars in Dark mode, replacing harsh white empty tracks with a subdued blue-gray treatment.