Case Studies

Real-world success stories from AI training data projects. Discover how leading companies achieved their goals with Cashilly's platform and expertise.

Industry Impact

Proven results across multiple industries

Computer Vision

45
Projects Completed
96.8%
Average Accuracy
58%
Time Saved
$12.5M
Total Savings

Healthcare AI

28
Projects Completed
98.2%
Average Accuracy
52%
Time Saved
$8.9M
Total Savings

E-commerce

32
Projects Completed
95.4%
Average Accuracy
65%
Time Saved
$15.2M
Total Savings

Financial Services

19
Projects Completed
97.9%
Average Accuracy
48%
Time Saved
$9.8M
Total Savings

Featured Case Studies

Detailed success stories from our clients

TV

TechVision AI

Computer Vision

Challenge:

Building a large-scale object detection dataset for autonomous vehicles

Solution:

Implemented Cashilly Sentinel QC with specialized automotive annotators

Object DetectionAutonomous VehiclesLarge ScaleQuality Assurance

Results & Impact

Dataset Size
2.3M images
Accuracy Rate
97.5%
Time to Market
3 months
Cost Savings
$2.1M
Cashilly helped us build a world-class dataset that exceeded our accuracy requirements while reducing costs by 45%.
Dr. Sarah Chen
Head of AI Research, TechVision AI
MS

MediScan Technologies

Healthcare AI

Challenge:

Creating medical image annotation dataset for radiology AI

Solution:

Deployed certified medical annotators with expert validation

Medical AIRadiologyFDA ComplianceExpert Validation

Results & Impact

Medical Images
500K+ scans
Accuracy Rate
99.2%
FDA Approval
6 months
Cost Savings
$1.8M
The quality of medical annotations exceeded our expectations. We achieved FDA approval 6 months ahead of schedule.
Dr. Michael Rodriguez
Chief Medical Officer, MediScan Technologies
RB

RetailBot Solutions

E-commerce

Challenge:

Building product recognition system for inventory management

Solution:

Scalable annotation pipeline with real-time quality monitoring

Product RecognitionE-commerceInventory ManagementScale

Results & Impact

Products Annotated
1.5M+ items
Accuracy Rate
96.8%
Deployment Time
2 months
Cost Savings
$3.2M
Cashilly enabled us to scale our product recognition system to handle millions of SKUs with incredible accuracy.
Jennifer Liu
VP of Engineering, RetailBot Solutions
AT

AgriTech Innovations

Agriculture

Challenge:

Crop disease detection using drone imagery

Solution:

Specialized agricultural annotators with domain expertise

AgricultureDrone ImageryCrop DiseaseDomain Expertise

Results & Impact

Drone Images
800K+ photos
Accuracy Rate
94.5%
Field Deployment
4 months
Cost Savings
$1.5M
The agricultural expertise of Cashilly annotators was crucial for accurate crop disease detection.
David Kim
CTO, AgriTech Innovations
FA

FinanceAI Corp

Financial Services

Challenge:

Document processing for loan applications

Solution:

Secure annotation pipeline with financial data compliance

Financial ServicesDocument ProcessingComplianceSecurity

Results & Impact

Documents Processed
2M+ files
Accuracy Rate
98.1%
Processing Time
5 months
Cost Savings
$4.1M
Cashilly delivered exceptional accuracy while maintaining strict compliance with financial regulations.
Amanda Foster
Head of AI, FinanceAI Corp
ET

EduTech Global

Education

Challenge:

Student assessment automation using handwriting recognition

Solution:

Educational domain experts with handwriting analysis skills

EducationHandwriting RecognitionAssessmentAutomation

Results & Impact

Assessments Processed
1M+ papers
Accuracy Rate
95.3%
Implementation
3 months
Cost Savings
$2.8M
The handwriting recognition accuracy exceeded our expectations, enabling automated grading at scale.
Professor James Wilson
Director of EdTech, EduTech Global

Key Success Factors

What makes our projects successful

Quality Assurance

Multi-stage validation and Cashilly Sentinel QC

Impact:
Improves accuracy by 25% on average

Domain Expertise

Specialized annotators with industry knowledge

Impact:
Reduces annotation errors by 40%

Scalable Infrastructure

Cloud-based platform with global workforce

Impact:
Enables 10x faster project completion

Real-time Monitoring

Live quality dashboards and progress tracking

Impact:
Prevents quality issues by 60%

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