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About

Laya AI is an open source family of non-autoregressive System 1 decision models built for fast, typed decisions instead of free-form text generation. Given a state and structured questions, Laya evaluates them in a single forward pass and returns outputs that application code can use directly. It supports three decision types: choice, which selects among named options and returns probabilities; score, which places an input on an ordered rubric such as urgency or severity; and noul, which estimates the probability that a proposition is true. Laya is designed for workloads such as agent and model routing, support ticket triage, guardrails, intent classification, risk and fraud scoring, workflow escalation, RAG filtering, moderation, and phishing detection. It can route requests by department, score urgency, flag refund or churn signals, detect policy or abuse conditions, and escalate uncertain cases to a larger model or human reviewer.

About

Ubie Business is an AI-powered patient support platform that automates clinical intake, routes patients, and fills the schedule 24/7 across voice and chat. Built for healthcare organizations that need to meet patients earlier in the care journey, Ubie helps guide people from symptoms to the right next step while reducing administrative burden for staff. It supports clinical intake by assessing patient symptoms up front, determining urgency or routing needs before arrival, collecting relevant data only when needed, and helping complete intake without redundant paperwork. Instead of relying on disconnected phone calls, static forms, or manual triage, Ubie uses AI to gather symptom information, structure patient responses, and support better routing before the patient reaches the clinic. Its appointment scheduling capabilities help patients get directed toward appropriate care and reduce friction between symptom search, care navigation, and booking.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and AI engineering teams seeking to route, classify, score, filter, and escalate application inputs through fast, structured decision models

Audience

Healthcare organizations who need AI intake, symptom routing, and scheduling support to convert patient demand into appropriate care

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Laya AI
Founded: 2020
India
laya-ai.com

Company Information

Ubie
Founded: 2017
United States
business.ubiehealth.com

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Categories

AI Decision Models Supported

Categories

Integrations

GitHub Supported
Hugging Face Supported
Node.js Supported
ONNX Supported
PyPI Supported
Python Supported

Integrations

GitHub Not Supported
Hugging Face Not Supported
Node.js Not Supported
ONNX Not Supported
PyPI Not Supported
Python Not Supported
Claim Laya AI and update features and information
Claim Laya AI and update features and information
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Claim Ubie and update features and information