Submit Scale AI labeling tasks from any browser page
Use PixieBrix to customize and automate any tool you already use, right in your browser.
3000+ Integrations
AI Automation
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Free for individuals. No CC required.
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"PixieBrix has solved one of our hardest operational problems - streamlining communication & product updates across support teams. Tracking and keeping everyone in the loop has yielded better agent performance, customer satisfaction & taken a huge burden off management."

Thatcher Foster

VP, Client Solutions

Top reasons to automate Scale AI in the browser
Submit Scale AI labeling tasks from any data collection or review page in one click
Surface Scale AI annotation results in a sidebar alongside ML development tools
Build no-code workflows to route web-sourced data to Scale AI for labeling
Enable non-ML team members to interact with Scale AI through simple browser buttons
Works as a browser extension connecting Scale AI to any data management workflow
Unlike custom API scripts, PixieBrix deploys Scale AI integrations in minutes
Integrate Scale AI with 3000+ apps
Scale AI frustrations that cost your team hours every week
  • ML engineers manually prepare and upload data to Scale AI from separate tools
  • Switching between Scale AI Nucleus and internal data management tools during review
  • No quick browser-level way to submit annotation tasks from a data collection page
  • Copy-pasting labels and metadata from Scale AI results into ML pipelines manually
  • Non-technical users can't submit Scale AI tasks without developer assistance
  • Reviewing Scale AI annotation quality requires navigating between dashboards

Chat with AI to create your first custom workflow

Extract the data samples on this page and submit them as a new Scale AI annotation task with the relevant ontology
Review the Scale AI annotation results on this page and flag any labels that appear incorrect or ambiguous
Extract the Scale AI annotation data on this page and format it for import into our ML training pipeline
Summarize the Scale AI task status on this page including completion rate and quality metrics
Compile the raw data samples from this page and format them for submission to Scale AI as a labeled dataset request
Generate a quality feedback report from the Scale AI annotation review shown on this page

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Frequently Asked Questions

PixieBrix is designed for teams that want to move faster without heavy engineering effort. It is commonly used by support teams, operations teams, product teams, and technical teams who need to connect tools, reduce manual work, and ensure the right information reaches the right people at the right time.

PixieBrix is a browser-based automation platform that lets you customize how the tools you already use work together. It allows teams to add context, automate workflows, and create guided experiences across apps like support tools, internal dashboards, and SaaS products without building or maintaining custom integrations.

PixieBrix works by layering automation directly into the browser. It can read data from the page you are viewing, connect to APIs, and trigger actions like sending messages, filling forms, or enriching data in real time. This lets teams automate workflows exactly where work is already happening.

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