From client feedback to code update.

Sit back and relax

01
FeedbackPin + comment on live site
02
AnalysisAI maps context & codebase
03
FixCloud worker applies changes
04
ShipPR created on GitHub
Trusted at scale

Scaling automated development for agencies building the next generation of digital products.

As the intelligence layer for your development workflow, we transform visual feedback into production-ready code.

10k+

PRs generated monthly

95%

Reduction in feedback loop

500+

Agencies using Annot8

100%

GitHub native integration

How it works

From feedback to pull request, fully automated.

Every piece of client feedback triggers an intelligent pipeline that analyzes, fixes, and ships — without any manual intervention.

1

Feedback

Client submits feedback

Visual annotation with pin, comment, screenshot, and element selector — captured directly on the live website.

Comment + voice note
Element selector
Screenshot capture
Viewport & browser info
2

Analysis

AI analyzes context

The feedback is enriched with page context, element metadata, and chat history to build a complete picture.

Chat context extraction
Codebase indexing
Element-to-code mapping
Priority classification
3

Cloud Worker

Agent generates the fix

A cloud worker powered by Claude SDK clones the repo, applies the fix, verifies the build, and pushes the changes.

Repo clone & branch
Claude SDK agent
Build verification
Automated push
4

Pull Request

PR created on GitHub

A clean pull request is opened with the fix, linked to the original feedback. Ready to review or auto-merge.

Linked to feedback
Diff + context
Auto-merge option
Status sync back

Customer Success Stories

See how leading teams use Annot8 to gain clarity on collaboration and team alignment.

Clandestine uses Annot8 to understand how their teams collaborate in real-time.

Slack Calls
Meeting Transcripts
Sentiment Reports

"Annot8 gives us clarity on team alignment we never had before."

Marie Chen, Head of Operations, Clandestine

Team Alignment

Real-time
Design Team
96%
Engineering
94%
Product
92%
12 active conversations

Integrates with your entire collaboration stack.

Connect Annot8 to Slack, Zoom, Notion, Google Meet, and dozens of others to analyze communication seamlessly.

Explore Integrations
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Choose Your Plan

Get started with Annot8's communication intelligence platform. All plans include API access and team collaboration.

Features

Starter
Pro
Enterprise
Real-time conversation analysis
Up to 10,000 messages/month
Basic sentiment detection
Email support
Advanced emotional intelligence
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Up to 100,000 messages/month
-
Multi-language support (50+ languages)
-
Priority support
-
Custom AI model training
-
-
Unlimited messages
-
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Dedicated account manager
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24/7 phone support
-
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API access
Team collaboration tools

Frequently asked questions