Build a VIP-Aware Photo Culling Tool for Wedding Photographers

1. 1

   Respect the incumbents, then flank them

   Study what the established culling tools do well (speed, blink and focus detection, duplicate grouping) and do not promise to beat them at it. Your pitch is the dimension they ignore: person-level coverage assurance, sold to photographers who already cull with AI and still fear the missing-grandma email.

2. 2

   Make VIP tagging a two-minute ritual

   After import, the tool clusters faces and the photographer names the dozen that matter, ideally reusable from the engagement shoot. Everything downstream (coverage counts, cull protection so a VIP's only sharp frame never gets auto-discarded, gallery checks) hangs on this one lightweight step.

3. 3

   Process locally and say so

   Photographers are contractually and ethically sensitive about client images, and uploads of 4,000 raw frames are slow anyway. On-device processing is both the performance answer and the privacy pitch; put it on the homepage.

4. 4

   Ship the coverage report as the hero

   One screen: each VIP, keeper count, coverage across ceremony, portraits, and reception, and flags ('father of the bride: 2 keepers, none at ceremony'). This is the artifact photographers will screenshot into their communities, and the safety net that justifies paying alongside an existing culler.

5. 5

   Fit the existing pipeline exactly

   Import from cards and folders, export ratings and picks into the standard editing tools without breaking anyone's file discipline. A culling tool that fights the pipeline gets uninstalled in a weekend regardless of its intelligence.

6. 6

   Sell where photographers gather and price to coexist

   Wedding photography groups, workshop educators, and second-shooter networks drive adoption; a monthly price comparable to incumbent cullers with a per-wedding pay-as-you-go tier lowers the trial barrier. Expand later to events generally: bar mitzvahs, quinceaneras, and corporate galas have VIP lists too.

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