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What is Visual Layer?

Visual Layer helps organizations manage and improve large-scale image and video datasets. It offers a centralized platform to search, clean, organize, and prepare visual data—streamlining work across machine learning, compliance, and operational teams. The platform identifies duplicates, errors, and outliers in datasets, enabling faster decisions and better model performance. It integrates easily into existing systems and workflows, with deployment options that support cloud, on-premise, and hybrid environments. Visual Layer is compatible with any ML model or vendor stack. Built by the team behind Fastdup—an open-source industry standard for visual deduplication—it brings trusted foundations to enterprise use cases. Non-technical teams can use the platform with no code, while technical users can plug it into their pipelines directly.

What is AWAI?

AWAI provides two innovative methods of operation, both utilizing the same analytical structure. The first method, known as group analysis, removes the requirement for a conventional fixed questionnaire; participants can instead formulate their questions in simple language and share an invite link, permitting respondents to engage without the necessity of creating an account. Each participant interacts with the AI on their own, which stimulates further dialogue to draw out richer insights. When the sessions conclude, the discussions are categorized based on opinions, the rationale behind them, and the frequency of each viewpoint, with distinctive opinions regarded as outliers instead of being averaged. This method can accommodate up to 100 users on a self-serve basis. The second approach features live meetings where participants can choose their desired language for communication and reading, with contributions organized by relevant topics as the conversation progresses. After the meeting, the content is arranged thematically rather than simply presented as a transcript. Both methods result in the production of a comprehensive document, where you can ask a straightforward query regarding the collected data, leading to a report that is exportable as a PDF and can be edited at no extra cost. Moreover, a public demo is available that does not require any registration, making it easy for prospective users to explore the functionalities of AWAI without any barriers. This effort highlights AWAI's commitment to accessibility and user engagement.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
CVAT
Google Cloud Platform
Labelbox
Microsoft Azure

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

$200/month
Final pricing depends on several factors, including:

The format and resolution of your data
Total dataset size (duration and storage)
Infrastructure preference (e.g. Cloud vs. On-Demand instances)
And other possible circumstances and details
Free Version
Free Trial Offered?

Pricing Information

$11.99/month
Free plan available, no card required. Subscriptions are Plus $11.99, Pro $29.99 and Ultra $99.00 per month.

Group analysis is a one-time purchase rather than a subscription: $799.00 base plus $11.99 per respondent, for up to 100 respondents on self-serve. Reports are included at no extra cost.

Prices are shown in the viewer's local currency; USD is the reference.
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Visual Layer

Date Founded

2022

Company Location

Israel

Company Website

visual-layer.com

Company Facts

Organization Name

OFFICE KAMIYA Inc.

Date Founded

2016

Company Location

Japan

Company Website

www.officekamiya.co.jp/

Categories and Features

AI Tools

Not specified

Artificial Intelligence

For Healthcare
Image Recognition
Machine Learning
Natural Language Processing

Computer Vision

Blob Detection & Analysis
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Data Extraction

Not specified

Data Management

Not specified

Qualitative Data Analysis

Collaboration
Data Visualization
Mixed Methods Research

Visual Search

Barcode Recognition
Filtering
Image Tagging
Optical Character Recognition
Video Search

Categories and Features

Qualitative Data Analysis

Collaboration
Data Visualization
Multi-Language
Text Analytics
User Research Analysis

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