# How Pickle Robot uses Encord

**60%**: “Achieving reliable data pipelines for model training and evaluation 60% faster”

As published on [encord.com](https://encord.com/customers/pickle-robot/), June 2026. Captured by usedby on 2026-10-07.

- Company: [Pickle Robot](https://www.usedby.ai/companies/pickle-robot.md)
- Tool: [Encord](https://www.usedby.ai/tools/encord.md)
- Teams: AI and ML engineers

## What the story says

Pickle Robot uses Encord for data curation, annotation, and model evaluation to train the AI models behind its truck-unloading robots. It replaced outsourced labeling from other providers and integrated Encord with its Google Cloud Platform based data engine.

Summary written by usedby from the source page, in English. The figures are those of Encord and Pickle Robot, not ours.

> Since Pickle Robot partnered with Encord, Pickle Robot has seen a drastic improvement in the AI and ML engineers’ productivity, improved precision in task execution, and faster time-to-model improvement.

- **30%**: “30% improvement in annotation accuracy”
- **15%**: “15% Improvement in robotic grasping accuracy with better training data”

> For our AI initiatives, rapid iteration is critical. Encord and our ML infrastructure allow us to prototype learning tasks efficiently. The composability of Encord enables us to merge diverse data sources, facilitating extensive experimentation. With a well-integrated SDK, it's a matter of a few lines of code to achieve seamless integration and functionality.
>
> Matt Pearce, Applied ML, Pickle Robot

## What usedby checked

We compared the story with its live page on 2026-10-07.

- Checked: the figure 60% is printed word for word on the page, near the name of Pickle Robot.
- Checked: the passage quoted above is copied word for word from the page, near the name of Pickle Robot.
- Checked: the publication date is read from the page’s own metadata, never guessed.
- Checked: Pickle Robot uses Encord. Confirmed line. Latest check across sources: 2026-10-07.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/pickle-robot-encord · How we check: https://www.usedby.ai/methodology