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What is LotusEye?
LotusEye provides a cloud-based solution for detecting anomalies through AI, automatically learning typical behavior from numerical or sensor data uploaded in CSV format, while continuously generating anomaly scores to pinpoint irregularities that may indicate faults or unexpected events, all without requiring users to possess machine learning knowledge. The platform supports both wide-format CSV files, where each row represents sensor readings at distinct timestamps, and long-format CSV files that contain columns for timestamps, sensor names, and values. Users can easily upload their data using an intuitive drag-and-drop interface or through an API that facilitates automated processing on a predetermined schedule. After training an AI model with data from standard operations, users can submit test data to receive calculated anomaly scores and visualize the outcomes on dashboards equipped with time-series charts, threshold indicators, and filtering capabilities. This functionality aids teams in quickly recognizing unusual patterns and investigating potential issues, ultimately boosting operational efficiency. By transforming raw data into actionable insights, the platform empowers organizations to make informed decisions based on real-time analytics.
What is Digna?
digna is a next-generation data quality and observability platform designed to help organizations build trust in their data, detect issues early, and understand how their data behaves over time.
As data environments grow in complexity, traditional monitoring approaches are no longer enough. digna goes beyond static checks and dashboards by combining observability with analytics, enabling teams to not only detect anomalies but also interpret patterns, trends, and changes in data behavior.
Comprehensive Data Observability Across Your Entire Platform
digna is built as a modular platform with five independent components that can be deployed together or separately, depending on your needs:
* Data Anomalies — Detect unexpected changes in data volumes, distributions, and behavior using AI-driven anomaly detection without manual rules
* Data Analytics — Understand trends, patterns, and seasonality through built-in time-series analysis
* Data Timeliness — Monitor data delivery and ensure pipelines meet expected arrival times
* Data Validation — Enforce data quality rules and compliance with flexible, scalable validation logic
* Data Schema Tracker — Detect schema changes in real time to prevent pipeline failures and downstream issues
Together, these modules provide full visibility into both data quality and business data behavior.
Key Advantages
* In-database processing ensures data never leaves your environment, supporting privacy, security, and regulatory compliance
* AI-driven anomaly detection eliminates the need for manually defined rules
* Built-in analytics capabilities enable teams to understand data trends and behavior without external tools
* Scalable validation framework supports consistent data quality across complex data environments
* Schema change tracking protects pipelines from breaking changes
Designed for Modern Data Platforms
digna integrates seamlessly with leading data platforms including Snowflake, Databricks, Teradata, and more.
Integrations Supported
Google Sheets
IBM Netezza Performance Server
MariaDB
Microsoft Excel
MySQL
PostgreSQL Maestro
SAP HANA
SQL Server
Snowflake
Integrations Supported
Google Sheets
IBM Netezza Performance Server
MariaDB
Microsoft Excel
MySQL
PostgreSQL Maestro
SAP HANA
SQL Server
Snowflake
API Availability
Has API
API Availability
Has API
Pricing Information
$13 per month
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
LotusEye
Company Location
Japan
Company Website
lotuseye.co.jp/
Company Facts
Organization Name
digna GmbH
Date Founded
2019
Company Location
Austria
Company Website
www.digna.ai
Categories and Features
Categories and Features
Data Management
Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge
Data Quality
Address Validation
Data Deduplication
Data Discovery
Data Profililng
Master Data Management
Match & Merge
Metadata Management