AI-Powered AV Search Platform

Find rare driving scenarios in seconds

Type a description or drop a clip. RareSift searches millions of frames across your private logs and returns synchronized matches you can export to training, simulation, or tests.

< 2s
median query latency
100+
verified edge-case clips in 24h
1-click
export with full lineage
Start Free Trial
Runs in your VPC or on-prem. We never train on your data.

Built with enterprise-grade technology

OpenAI CLIP
PostgreSQL
pgvector
Loading 3D experience...
"Show me cars turning left in rainy conditions"
Match 1
Match 2
AI-powered semantic search in progress...
AI

Powerful Features

Everything you need to search AV data

Built specifically for autonomous vehicle teams who need to find specific driving scenarios quickly and accurately across massive video datasets.

Natural Language Search
Search through terabytes of video data using plain English. "Find cars turning left in rain" becomes instant results.
Frame-Level Precision
Locate exact moments, not just entire videos. Our AI identifies specific frames matching your search criteria.
Export Ready Data
Package scenarios for training and validation. Export with metadata, annotations, and custom formats.
Enterprise Scale
Handle massive datasets efficiently. Built for companies processing 100TB+ of autonomous vehicle data.
Secure & Compliant
SOC2 certified with enterprise-grade security. Your sensitive AV data stays protected and private.
Smart Insights
Get analytics on scenario frequency, edge cases, and data gaps to improve your AV model training.

Live Demo

Try RareSift Now

Experience AI-powered scenario search with our live database of processed video frames. Search using natural language or upload an image to find similar scenes.

AI-Powered Scenario Search

Search through your video collection using natural language or visual similarity

Live API
Database Search
4,985 Frames Indexed

Search Method

Choose how you want to search for scenarios

Search through 4,985 indexed frames from 22 videos (9 driving + 13 static cameras)

AI semantic search
Enter a description to search for matching scenarios
Database Search4,985 frames indexedCLIP embeddings

Ready to Transform Your AV Development?

This demo searches 4,985 frames from 22 videos (9 driving + 13 static cameras). Get access to search through terabytes of your own video data with unlimited uploads, advanced filtering, and enterprise-grade performance.

Why RareSift

Beyond traditional video search

While others require manual work or basic tagging, RareSift brings true AI understanding to autonomous vehicle scenario discovery.

🔍

Traditional Video Tools

Manual scrubbing through footage

Limitations:
Hours of manual review per scenario
No semantic understanding
Limited to keyword metadata
No AI-powered search
Requires extensive human labor
📝

Basic Annotation Platforms

Static labeling and tagging systems

Limitations:
Pre-defined tags only
No natural language queries
Limited to existing metadata
No frame-level precision
Requires manual categorization
🗃️

Generic Search Solutions

Text-based database queries

Limitations:
No visual understanding
Limited to structured data
No contextual awareness
Complex query syntax required
Poor performance on video data
RS

RareSift

AI-powered semantic search

Advantages:
No training required - instant productivity
Find needle-in-haystack scenarios instantly
Discover scenarios you never thought to search for
Scale with your data growth effortlessly

How RareSift transforms AV scenario discovery

Natural Language Search

Ask questions in plain English like "show me pedestrians crossing in fog"

No training required - instant productivity

Frame-Level Precision

Pinpoint exact moments down to individual frames with timestamp accuracy

Find needle-in-haystack scenarios instantly

Semantic Understanding

AI understands context, relationships, and visual concepts beyond simple tags

Discover scenarios you never thought to search for

Enterprise Scale

Handle 100TB+ datasets with sub-second query performance

Scale with your data growth effortlessly
Ready to experience the difference?

See how RareSift's AI-powered search transforms hours of manual video review into seconds of precise discovery.

Technical Specifications

Built for scale and precision

Enterprise-grade AI infrastructure designed for autonomous vehicle data processing

0
Vector Dimensions
0/sec
Frame Processing
Up to 0%
Time Reduction
0TB+
Dataset Capacity
Powered by OpenAI CLIP and PostgreSQL pgvector

Core Capabilities

Built for AV teams like yours

Discover how RareSift can transform your autonomous vehicle development process

Reduce Discovery Time by 90%

Transform days of manual video review into minutes of AI-powered search. Our natural language processing understands exactly what scenarios you need.

Real-world example:

"Instead of manually scrubbing through hours of footage, simply ask: "Show me cars turning left in rainy conditions""

Save weeks of engineering time
🎯

Frame-Level Precision Discovery

Pinpoint exact moments where critical scenarios occur. Find edge cases and safety events with unprecedented accuracy for training data.

Real-world example:

"Locate the exact 3-second window where a pedestrian unexpectedly enters the roadway"

Build better AI models faster
📊

Scale to 100TB+ Datasets

Handle massive autonomous vehicle datasets efficiently. Our platform is built to process and search through enterprise-scale data volumes.

Real-world example:

"Search across months of continuous driving data from your entire fleet simultaneously"

No limits on your data growth

Pricing

Choose the right plan for your team

Start with a 14-day free trial. No credit card required. Scale as your autonomous vehicle data grows.

Starter

Perfect for small AV teams getting started

$99/month
  • Up to 1TB of video data
  • 1,000 searches per month
  • Basic natural language search
  • Export up to 100 scenarios/month
  • Email support
  • Standard processing speed
  • No advanced analytics
  • No API access
  • No custom integrations
Most Popular

Professional

For growing teams with serious AV development

$299/month
  • Up to 10TB of video data
  • 10,000 searches per month
  • Advanced AI search with context
  • Unlimited scenario exports
  • Priority support
  • Fast processing (2x speed)
  • Basic analytics dashboard
  • API access (1,000 calls/month)
  • Custom metadata fields
  • No white-label options
  • Limited API rate

Enterprise

For large organizations with complex needs

$999/month
  • Unlimited video data storage
  • Unlimited searches
  • Enterprise AI with custom models
  • Unlimited exports & integrations
  • 24/7 dedicated support
  • Ultra-fast processing (5x speed)
  • Advanced analytics & reporting
  • Unlimited API access
  • Custom integrations
  • White-label options
  • On-premise deployment
  • Custom SLA agreements

Calculate Your ROI

See how much time and money RareSift can save your team. Calculate potential savings based on your data volume and team size.

Try ROI Calculator

Have questions?

Get answers to common questions about pricing, features, and implementation.

View FAQSchedule Demo

Pilot in 30 days

Give us 100–500 GB of logs. We'll return verified edge-case clips and export packs you can use the same day.

2–4 weeks

Success = verified matches + clean exports into your pipeline

Your VPC

Data stays in your cloud, we never train on customer data

Export-ready

Clips + JSON manifests with hashes, timecodes, source paths

Enterprise-grade technology stack

OpenAI CLIP
PostgreSQL
Vector Search
FastAPI
Limited time: Get 2 months free with annual plans