Annotate and manage V7 Darwin datasets from any web workflow
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Thatcher Foster

VP, Client Solutions

Top reasons to automate V7 Darwin in the browser
Clip images from any web page directly into V7 Darwin datasets for annotation without switching tools
Surface Darwin dataset and job status inline in ML project management tools
AI Copilot can suggest annotation labels based on image content from web pages
Build workflows that route web-sourced training data to Darwin automatically
Unlike manual download-upload cycles, PixieBrix connects data collection to Darwin annotation in one step
Log V7 Darwin annotation job progress directly into ML project trackers or team communication tools without copy-pasting
Integrate V7 Darwin with 3000+ apps
V7 Darwin frustrations that cost your team hours every week
  • Switching between V7 Darwin and data sourcing tools to find, annotate, and upload training images
  • Manually copying annotation job details from Darwin into project management or communication tools
  • No in-context access to Darwin dataset status while working in an ML experiment tracking tool
  • Repetitive workflow when collecting images from web sources for Darwin dataset augmentation

Chat with AI to create your first custom workflow

Extract and describe the key images on this page that would be useful to add to our V7 Darwin training dataset
Based on the content shown on this page, suggest the correct annotation class labels for a V7 Darwin image task
Summarize the V7 Darwin dataset status shown on this page for our weekly ML project review
Extract the key metrics from this V7 Darwin annotation job and format them as a progress update for the team
Review the annotations shown in this V7 Darwin review task and flag any that look incorrect
Based on our ML task requirements, suggest web sources I should scrape to augment our V7 Darwin training dataset

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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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