Insights

Data Diaries

From Construction Zones to Clean Labels - A Day in My Annotation Loop

A behind-the-scenes look at a day in the life of a data annotation expert turning oil rig images into precise, AI-ready datasets one bounding box at a time.

View project
Lab Notes

Scaling Annotation Teams: Quality Control Across Borders

How LexData Labs Builds Global Annotation Pipelines Without Compromising Accuracy

View project
Lab Notes

The Hidden Cost of Dirty Data

Explore how poor-quality data increases costs, reduces accuracy, and stalls AI progress.

View project
Lab Notes

Building Datasets for Autonomous Systems

Why edge cases, sensor fusion, and expert feedback are critical for safe autonomy

View project
Lab Notes

How Human-in-the-Loop AI Improves Model Accuracy

Discover how combining machine speed with expert oversight drives better AI performance.

View project
Lab Notes

From Raw to Ready: Inside a Production-Grade Data Pipeline

A step-by-step walkthrough of how structured, high-quality data powers real-world AI—across industries like Agro robotics & retail

View project

Stay connected with data innovation

Subscribe for the latest insights on data solutions and best practices.

By clicking Sign Up you're confirming that you agree with our Terms and Conditions.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.