
AYR (formerly Singularity Systems) is a leading provider of intelligent document processing (IDP) solutions that leverage AI, machine learning, and automation to transform unstructured data into actionable insights. Their flagship product, SingularityAI, enables enterprises to efficiently convert high-volume unstructured content into machine-readable data, facilitating real-time decision-making and operational agility. AYR's patented AI Pathfinder technology allows customers to train and deploy models in days, significantly faster than competitors, enabling nearly 100% straight-through processing for complex automation use cases. The company serves a global network of top-tier clients in banking, insurance, healthcare, energy, and other data-intensive industries, positioning itself as a leader in the next-generation IDP market with recognized industry awards and rapid growth.

AYR (formerly Singularity Systems) is a leading provider of intelligent document processing (IDP) solutions that leverage AI, machine learning, and automation to transform unstructured data into actionable insights. Their flagship product, SingularityAI, enables enterprises to efficiently convert high-volume unstructured content into machine-readable data, facilitating real-time decision-making and operational agility. AYR's patented AI Pathfinder technology allows customers to train and deploy models in days, significantly faster than competitors, enabling nearly 100% straight-through processing for complex automation use cases. The company serves a global network of top-tier clients in banking, insurance, healthcare, energy, and other data-intensive industries, positioning itself as a leader in the next-generation IDP market with recognized industry awards and rapid growth.
Headquarters: Princeton, New Jersey
Product: SingularityAI — Intelligent Document Processing platform
Rebrand: Formerly Singularity Systems; rebranded to AYR in October 2022
Recognition: Named a leader in Everest Group UDP Peak Matrix (2023)
Intelligent Document Processing / unstructured data extraction and automation
Enterprise software / AI
Disclosed Series A announced on December 24, 2021 with multiple investors referenced in external profiles.