Case studies

Programs we've labeled, prepared, and sourced

From checkpoint-screening scans to low-resource languages to drone video. Most of our customers can't be named, so their programs are anonymized.

All work

Every case study

U.S.-wide ocean video from vessels, shorelines, and coasts

Maritime technology company · Autonomy

Maritime Company Uses MLtwist for Nationwide Video Data Collection

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Sindhi + NER research datasets

Stanford · Research

Research-grade language data with a Data ID Card

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100K+ products in one taxonomy

Retail analytics platform · Retail

How MLtwist Supported a Retail Analytics Platform in Structuring Product Data at Scale

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Ranked emission activities, ready for regulators

Cleantech company · CleanTech

How MLtwist Supported a Cleantech Company Tracking Carbon Emission Activity for Regulatory Action

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U.S.-wide commute video from a vetted driver network

Automotive company · Autonomy

Automotive Company Uses MLtwist for Nationwide Commute Video Data Collection

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30% less labeling time per frame

Retail company · Retail

Retail Company Uses MLtwist for Safe and Accurate Drone Delivery Vision

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Synthetic commutes in sun, fog, and rain

Technology company · Autonomy

MLtwist Generates Synthetic Commute Data for Autonomous Driving

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Synthetic neighborhood routes from a few real samples

Autonomous trucking company · Autonomy

MLtwist Generates Synthetic Route Data for Utility Vehicles

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30% less annotation time

Defense company · Defense & security

How MLtwist Streamlined AI Data Processing for SAR-Based Ship Detection Models

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40%+ shorter annotation timelines

AI technology company · AI & technology

AI Tech Company Uses MLtwist to Train LLM for Proprietary Coding Language

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3× more time for quality validation

Candam Technologies · CleanTech

How MLtwist Helped Candam Technologies Automate Waste Management

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8 → 3 wks data preparation time

Sandia National Laboratories · Public sector

Checkpoint-screening data prep for TSA's threat detection program

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97% labeling accuracy, 44% lower cost

InsurTech company · InsurTech

How MLtwist Is Transforming Data Processing for Insurtech

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98% accuracy, against a 95% target

Bobidi · AI & technology

How Bobidi and MLtwist Delivered Faster AI Validation and Higher Quality at Lower Cost

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50%+ less annotation and processing time

Defense technology company · Defense & security

Defense Company Uses MLtwist for Large-Scale NLP on News Articles

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Millions of historical records made searchable

Genealogy company · Genealogy

How a Leading Genealogy Company Unlocks the Secrets of Historical Data with MLtwist

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AdTech company · AdTech

How AdTech Uses AI and MLtwist to Apply Brand Safety Classifications

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98% accuracy detecting offensive content

AdTech company · AdTech

MLtwist Empowers AdTech with AI-Powered Content Moderation for Brand Safety

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100+ boxes per frame, tracked frame by frame

Defense company · Defense & security

Defense Company Uses MLtwist for High-Precision Video Tracking

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$590K multimodal labeling contract

TSA · Public sector

Multimodal labeling contract for aviation security

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