AI Photo Culling Software for
Professional Photographers
Your photos never leave your computer. High-speed duplicate clustering, sharpness scoring, eye openness verification, and native Lightroom Classic XMP sync directly on your PC.
Designed for High-Volume Events
Engineered specifically to process massive photographer buffers instantly without interface lag.
Kevin Mendonza
Creative Head
QNA International
“QuantileCull cut my event backup culling from 4 hours down to less than 20 minutes. The duplicate clustering is incredibly accurate and runs instantly offline.”
Built for High-Speed Event Production
Select your environment to see how our targeted analytical local models accelerate your specific media room deployment.
Conferences
Handle massive multi-day buffers without interface slowdowns. Instantly cluster speaker bursts, filter repetitive frames, and isolate keynote highlights right inside your local machine.
Speed Built for Press Rooms & Live Events
Need to deliver the opening keynote photos during the first break? QuantileCull lets you import, cull, and sync in under 15 minutes completely offline.
Before & After Selection
See how QuantileCull evaluates real-world conference and exhibition shoots locally. The AI automatically isolates focus issues, closed eyes, and duplicates, reducing thousands of frames to delivery-ready selections.
Six local AI Checks
Six AI-driven checks run locally on every frame — no cloud, no waiting.
Why Event Photographers Switch
Moving beyond functional speed. The real impact of local AI culling is event press room sanity, same-day commercial leverage, and zero late-night screen fatigue.
Faster Same-Day Delivery
Deliver polished conference portfolios during the event closing keynote. Command premium commercial rates by bypassing cloud uploads and manual sorting lag.
Consistent Quality
Never miss a critical stage handshake or keynote speaker expression. The AI reviews every face in every action burst automatically to guarantee brand-safe deliverables.
Less Creative Burnout
Stop spending your late nights manually scrubbing 10,000+ near-identical burst frames. Reclaim your personal life, protect your eyes, and preserve your creative energy.
RAW Ingest to Lightroom in Minutes
QuantileCull automates the most repetitive, time-draining parts of event photo culling by bypassing the internet completely.
Traditional Ingest
The legacy, cloud-bound manual method.
- ✕
Hours spent uploading raw files
Slow internet speeds on location bottleneck immediate event delivery cycles.
- ✕
Cloud bandwidth bottlenecks
Venues and press rooms rarely offer stable, high-speed upload connections.
- ✕
Tedious manual duplicate scrubbing
Hours wasted manually selecting the best photo from near-identical burst sequences.
Local AI Filter Gate
QuantileCull secure offline culling engine.
Works Completely Offline
No cloud uploads, no internet lag. Runs 100% locally on your machine, protecting raw privacy on-site.
90% Less Manual Review
Automatically groups action bursts, selects the sharpest frames, and filters closed eyes.
Optimized Delivery
Ready Lightroom catalog in minutes.
Lightroom Ready Ratings
Sync selections instantly. Ratings, flags, and color tags write back directly as standard XMP sidecars for native import.
0 GB Cloud Space Overhead
No subscription or storage costs. Instant Ratings, flags, and color labels write back directly locally.
Lightroom 3-Step Workflow
QuantileCull sits directly between your camera card dumps and your Adobe Lightroom catalog. It operates non-destructively, writing metadata without altering your original RAW assets.
Import RAW Folder
Direct local ingest
Point QuantileCull to your SD/CFexpress card dump or local raw storage directory. Ingest is instantaneous.
Local AI Review
100% offline scanning
QuantileCull automatically checks sharpness, registers open eyes, and filters duplicate burst clusters locally.
Open Lightroom Classic
Native catalog sync
Open Lightroom Classic and find your star ratings, flags, and color labels synced instantly via standard XMP sidecars.
🔒 Non-Destructive Architecture • Zero Cloud Uploads • Native Lightroom Import
Learn Lightroom Workflow→Power your business with an AI Plan
Simple flat-rate pricing built for independent creators and production agencies alike. All features include our core 100% local computing engine.
Starter Trial
Evaluate the high-speed local AI culling engine on your next active shoot.
- Cull unlimited images per project
- Full offline local culling engine
- XMP metadata export to Lightroom
- Standard community support
- 14 days active license duration
- Duplicates clustering & blur scoring
- Eye-openness verification engine
Professional
No subscription. All version 1.x updates are fully included.
- Unlimited Photos & Projects
- 100% Local AI Processing
- Free Version 1.x Updates
- Commercial use license
- Lightroom & Capture One workflow integration
- Priority early-adopter support
- Direct influence on the product roadmap
- Access to beta releases for Version 2
- No subscription or hidden cloud fees
Enterprise
For media teams, agencies, and high-volume event studios.
- Multi-seat volume licensing
- Dedicated SLA support channels
- Custom local AI training profiles
- Silent network installer (MSI)
- Centralized license management
- Priority onboarding & tech training
- Custom workflow integrations
* Early access features are active sandbox instances. Professional licenses are valid for V1 lifecycle, including minor patch security updates.
Coming Soon to QuantileCull
We are actively expanding features based on active event photographer feedback. Here is what is currently on the dev pipeline.
macOS Support
Native universal app bundle optimized for Apple Silicon (M1/M2/M3) and Intel Macs.
Automatic Updates
Background checks and silent delta patching to keep models and engine up to date.
AI Quality Detection
Enhanced models to identify camera shake, color balance discrepancies, and lens distortion.
Enterprise Seat Management
Centralized licensing portal, custom seat distributions, and silent network installers (MSI).
Frequently Asked Questions
Everything you need to know about our native culling workflow, offline activations, and raw file security.
QuantileCull was born from a simple frustration: spending hours reviewing thousands of conference photos under impossible deadlines. We needed a tool that worked completely offline, respected privacy, and fit directly into a professional Lightroom workflow.
Khalifatur Rahman
Founder, QuantileCull
Need a custom enterprise pipeline?
Connect with our engineering team for dedicated API configurations, volume server licensing, and specialized high-density team deployments.
✓ 100% Local Processing
Zero cloud handshakes. Images stay completely protected locally.
✓ Commercial Licensing
Fully compliant usage protection built for enterprise operations.
✓ Privacy Architecture
No local image models are ever trained on your data data inputs.
✓ Enterprise Deployment
Dedicated offline activations and high-tier volume support.
QuantileCull Support
Have specific workflow requirements? Our operations team is available around the clock.
Direct Support Email
support@quantilecull.comResponse SLA
Guaranteed engineering review within 12 hours.