QC
Layered Quality Control
Run consensus checks, spot drift early, and maintain strict acceptance thresholds across every workflow stage.
Enterprise workflow intelligence
High-precision AI data pipelines with glass-powered clarity
Herawt AI brings annotation, review, and quality governance into one fluid workspace so teams ship trustworthy datasets faster.
No credit card required. Free up to 10,000 annotations.
Workflow Snapshot
Annotation Throughput
Tasks completed per hour
+38%
Consensus Quality
Auto-review confidence
99.9%
Cycle Time
Submission to export
-42%
10M+
Annotations
500+
Teams
Platform Core
Purpose-built for production-grade annotation
Everything from onboarding to export is designed to keep quality signals visible and decision-making fast.
TM
Team-Oriented Operations
Coordinate reviewers, annotators, and leads with role-specific views and real-time assignment controls.
AI
Automation Assist
Accelerate throughput with pre-labeling, smart routing, and confidence-aware prioritization.
MF
Multi-format Support
Handle text, image, audio, and document tasks in one cohesive environment built for scale.
AN
Live Analytics
Monitor pipeline health, worker productivity, and quality outcomes from a single source of truth.
SE
Enterprise Security
Protect sensitive datasets with hardened access controls, encrypted flows, and auditable actions.
How It Works
From raw data to deployable training sets in four clear moves
01
Create Project
Import data, define guidance, and set quality requirements.
02
Activate Team
Invite contributors, assign permissions, and distribute workloads.
03
Annotate + Review
Move through assisted labeling and multi-stage verification.
04
Export Confidently
Ship clean, versioned datasets ready for model training.
Get Started
Give your AI team a landing page that performs like your models
Start with a collaborative workspace, guided reviews, and live performance analytics from day one.