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    ETIQ Data Scientist tool - to test, explain and optimise your data & AI

     Info
    Sold by: ETIQ AI 
    Deployed on AWS
    AWS Free Tier
    A software solution to identify opportunities and test for weaknesses in your AI

    Overview

    Etiq.ai is a flexible and customizable software tool for data scientists, risk, and business managers in the insurance, lending, and the finance technology industry. Etiq helps to discover new business opportunities, mitigate risk, increase productivity, data accuracy, and transparency by identifying and mitigating unintended bias in machine learning algorithms. Etiq's functionality allows data scientists & risk managers to test and store pipelines, then make parallel comparisons between pipelines when experimenting with debiasing. It allows you to identify areas of improvement, perform model monitoring and diagnosis in your algorithms. For both tech and commercial teams, an interactive dashboard that helps understand and substantiate the drivers behind machine learning models, showcase risk evaluation, accuracy, fairness, and growth potential.

    Highlights

    • AI monitoring
    • AI governance
    • Machine learning

    Details

    Delivery method

    Delivery option
    64-bit (x86) Amazon Machine Image (AMI)

    Latest version

    Operating system
    Ubuntu 22.04

    Deployed on AWS

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    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    ETIQ Data Scientist tool - to test, explain and optimise your data & AI

     Info
    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time. Alternatively, you can pay upfront for a contract, which typically covers your anticipated usage for the contract duration. Any usage beyond contract will incur additional usage-based costs.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (25)

     Info
    Dimension
    Cost/hour
    t3.small
    Recommended
    $5.34
    t3.micro
    AWS Free Tier
    $5.34
    t2.micro
    AWS Free Tier
    $5.34
    c5n.large
    $5.34
    t2.medium
    $5.34
    c6in.large
    $5.34
    t3.medium
    $5.34
    t3a.medium
    $5.34
    c6i.large
    $5.34
    c5ad.large
    $5.34

    Vendor refund policy

    Yes, email support.

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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

     Info

    Delivery details

    64-bit (x86) Amazon Machine Image (AMI)

    Amazon Machine Image (AMI)

    An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.

    Version release notes
    • Data Fingerprinting
    • Added Apple Silicon Support

    Additional details

    Usage instructions

    Resources

    Support

    Vendor support

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

    Product comparison

     Info
    Updated weekly

    Accolades

     Info
    Top
    100
    In ML Solutions
    Top
    100
    In Data Governance
    Top
    25
    In Observability, Software Development

    Customer reviews

     Info
    Sentiment is AI generated from actual customer reviews on AWS and G2
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    27 reviews
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    Overview

     Info
    AI generated from product descriptions
    AI Bias Detection
    Advanced algorithm for identifying and mitigating unintended bias in machine learning models
    Model Pipeline Management
    Capability to test, store, and perform parallel comparisons between different machine learning pipelines
    Model Monitoring
    Comprehensive diagnostic and monitoring functionality for tracking algorithm performance and characteristics
    Interactive Visualization
    Dashboard interface for visualizing model insights, risk evaluation, and performance metrics
    Machine Learning Governance
    Framework for evaluating and ensuring transparency, fairness, and accuracy in AI model development
    Data Type Monitoring
    Supports monitoring of tabular, image, and text data across machine learning applications
    ML Tool Integration
    Integrates with popular machine learning and data tools including Pandas, Apache Spark, AWS SageMaker, MLflow, Flask, Ray, RAPIDS, and Apache Kafka
    Anomaly Detection
    Out-of-the-box automated anomaly detection capabilities for identifying data quality issues, data bias, and concept drift
    Privacy Preservation
    No-configuration solution that operates without processing raw data, ensuring privacy and enabling massive scale monitoring
    Observability Capabilities
    Automated monitoring and alerting across multiple data vitals with lightweight integrations and purpose-built visualizations
    Agent Observability
    Comprehensive tracing and visualization of AI agent behavior including user inputs, routing logic, tool calls, memory access, and model outputs using tree-structured traces
    Prompt Optimization
    Interactive development environment for designing, testing, comparing, and evolving prompts with integrated evaluation results and live input/output analysis
    Model Evaluation Framework
    Offline and online LLM-as-a-Judge evaluations to assess accuracy, tool-calling capabilities, planning, and goal achievement of AI agents
    Continuous Improvement Workflow
    Closed-loop improvement mechanism combining trace analysis, evaluation feedback, and curated datasets for iterative agent performance enhancement
    Monitoring and Anomaly Detection
    Real-time monitoring with custom metrics tracking latency, token usage, failures, and ability to surface anomalies across traditional ML, computer vision, and generative AI models

    Contract

     Info
    Standard contract
    No
    No

    Customer reviews

    Ratings and reviews

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