Data Collection

Our data collection service runs inside a container wherever your system is producing data.
Trigger based data collection

Use lightweight, programmable triggers to decide what data is important without overwhelming edge compute resources.

Reliable, configurable upload

No more wondering whether data got uploaded. We track each piece of data through the entire upload and ingest process.

Deploy new triggers at runtime

Develop triggers locally, backtest in the cloud, and push to edge devices over the air.

Open and trustworthy

Any code that runs on edge devices is open source and typically runs inside a container.

Monitoring and Triage

Handle never-before-seen edge cases with manual intervention so you can automate them in the future.
Alerting

Events like data upload triggers or data properties on ingest can be used to send you alerts.

Comment, tag, Slack, collaborate

Droplet comes with all the tools you need to collaborate with your team.

Reporting & Analysis

Quickly understand the impact of an issue with built in reporting.

Data Curation

Build the best datasets possible by leveraging the structure in your unstructured data.
Search and Filtering

Our powerful natural language search and filtering tools allow you to separate the data that matters from everything else.

Data lifecycle management

Most data isn't useful. Set policies to control data retention by age, tags, and inclusion in datasets.

Role Based Access Control

Easy-to-configure RBAC allows you to configure what data can be accessed by individuals, teams, and automated systems.

Dataset Lineage

Real world AI needs to be auditable, which means data needs to be too. Trace samples back to the source.

Data Pipelines and Automation

If you want to spin your data engine faster, you're going to need to automate the process.
Triage policies

Automatically triage new recordings by applying tags based on the content of the recording and other metadata.

Dataset generation

Automate the process of curating, cleaning, and adding new examples to datasets.

Workflows

Chain multiple transformations to build PII redaction pipelines, generate embeddings, and produce arbitrary derived data.

Integrations and APIs

If you want to spin your data engine faster, you're going to need to automate
Convert between formats

Automatically ingest and convert between rosbags, mcaps, video, text, and other formats.

Data Slicing API

Avoid downloading entire recordings. Our data API lets you access only what you need, filtering by time range, data fields, and doing format conversions on the fly.

Webhooks and REST APIs

Our product is built to be pluggable and hackable. We provide REST APIs to control Droplet from your system, and webhooks if you want Droplet to talk back.

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