Alignerr

Alignerr

Connects experts for AI data annotation

Overview

Alignerr is a data-annotation platform that connects subject matter experts with tasks to align generative AI models. It lets experts work remotely on their own schedules, contributing high-quality labeled data for AI researchers, developers, and companies looking to improve their systems. The platform matches tasks to qualified contributors who are paid based on hours worked, with a transparent pay structure and no minimum or maximum hourly commitments. This community-driven model supports flexible, contractor-based participation, enabling scalable data labeling from home. Alignerr’s goal is to provide high-quality annotated data to help train and refine AI models while offering a clear, predictable earnings model for contributors.

About Alignerr

Simplify's Rating
Why Alignerr is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

N/A

Company Stage

N/A

Total Funding

N/A

Headquarters

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Founded

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Simplify's Take

What believers are saying

  • Labelbox updated Alignerr on July 21, 2026, signaling active product investment.
  • Frontier AI labs still need structured human judgment for RLHF and evaluation.
  • Upcraft integration should raise expert sourcing efficiency and reduce operating friction.

What critics are saying

  • Mercor, Prolific, and SuperAnnotate compress pricing and talent access in 2026.
  • Labelbox’s trade-secret fight with V7 began November 24, 2025 and reached injunction.
  • If frontier labs build internal expert networks, Alignerr loses its core distribution engine.

What makes Alignerr unique

  • Alignerr leverages Labelbox’s 2.6M+ experts across 200 knowledge domains.
  • Labelbox acquired Upcraft on February 10, 2026 to automate expert-network operations.
  • Alignerr delivers preference pairs, ranked trajectories, and rubric-graded assessments for frontier AI.

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Benefits

Flexible Work Hours

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