February 2024 Update

Unveil deeper insights with Trustfull's new 'Insights' feature for model accuracy, comprehensive Analytics Summary reports, cutting-edge Device Analytics, secure Login Logs visibility, and the innovative 'phone_has_bukalapak' signal for enhanced Southeast Asian market insights.

🚀 CLOUD DASHBOARD: Introducing "Insights" for Enhanced Model Accuracy on Trustfull

We're excited to bring to our Trustfull users a powerful new feature called "Insights". This innovative tool is designed to elevate the precision and effectiveness of your scoring models, offering a seamless way to assess and enhance their performance.

What is "Insights"?

"Insights" is a cutting-edge feature that empowers users to upload a performance file, which includes labels "OK" or "KO", to evaluate the accuracy of current scoring models. It goes a step further by providing tailored suggestions for improvement by analyzing each variable in detail.

🔍 How "Insights" Works:

1. Performance File Upload: Users can upload a file containing the outcomes of their scoring models, marked with "OK" for correct predictions and "KO" for incorrect ones.
2. Accuracy Evaluation: "Insights" assesses the overall accuracy of the scoring models based on the uploaded data.
3. Variable Analysis: Each variable is meticulously analyzed to determine its impact on the model's performance.
4. Feature Importance Score: Variables are ranked using a feature importance score, highlighting their significance in the model's predictive capability.

Key Benefits of "Insights":

• Enhanced Model Precision: By pinpointing inaccuracies, "Insights" helps refine your models for better performance.
• Data-Driven Improvements: Receive concrete suggestions for model optimization based on comprehensive variable analysis.
• Streamlined Model Evaluation: Simplify the process of evaluating and improving your scoring models with an intuitive interface.

📈 Elevate Your Scoring Models with "Insights":

"Insights" is more than just a feature; it's a pathway to achieving unparalleled accuracy in your risk assessment and decision-making processes. By leveraging this tool, you can ensure your scoring models are not only accurate but also continuously evolving to meet the highest standards of efficiency.

🌟 Get Started with "Insights":

This feature is now available to all Trustfull users. Begin enhancing the accuracy of your scoring models today by exploring the "Insights" feature. For detailed guidance on how to maximize the potential of "Insights", visit our documentation or reach out to our team of experts.

📊 CLOUD DASHBOARD: Analytics Summary

We're thrilled to announce the launch of a new feature on the Trustfull platform: Analytics Summary. This feature is designed to provide our users with an all-encompassing view of their analytics, neatly packaged into a downloadable PDF report.

What is Analytics Summary?

"Analytics Summary" is a robust feature that enables Trustfull users to download a detailed PDF report directly from the cloud dashboard. This report encapsulates all the critical analytics, including risk signals, score distributions, and highlights of the best and worst lookups, offering a comprehensive overview of your data at a glance.

📑 Feature Highlights:

• Risk Signals: Get a detailed breakdown of all risk signals identified within your data, offering insights into potential vulnerabilities and areas of concern.

• Score Distributions: Understand how scores are distributed across your lookups, providing a clear picture of the overall risk landscape.

• Best and Worst Lookups: The report highlights the most and least risky lookups, allowing you to pinpoint specific areas for improvement or further investigation.

Key Benefits of "Analytics Summary":

• Convenience: Easily download a comprehensive report without the need to manually compile data from various sections of the dashboard.
• Insightful Overview: Gain valuable insights into your analytics with a well-organized report that highlights key metrics and findings.
• Actionable Data: Use the insights from the report to make informed decisions, enhance your risk management strategies, and improve overall performance.

🚀 Get Started with "Analytics Summary":

"Analytics Summary" is now available to all Trustfull users. Accessing this feature is straightforward:

1. Navigate to the 'Export' section in the cloud dashboard.
2. Select the App Key you want to analyze
3. Select the "PDF" export type
4. Select the date interval
5. The report will be prepared and made available for download within moments.

🌟 Elevate Your Analytics with Trustfull:

The "Analytics Summary" feature is part of our ongoing commitment to providing our users with the tools they need to manage digital risks effectively. By offering a comprehensive and easily accessible report, we aim to empower you with the insights necessary to navigate the complexities of online security and risk management confidently.

Explore the "Analytics Summary" feature today and take the next step in optimizing your analytics with Trustfull. For more information on how to make the most of this feature, please visit our documentation or contact our support team.

🚀 CLOUD DASHBOARD: Device analytics

We're excited to announce a significant update to our analytics capabilities on the Trustfull platform - the introduction of "Device Analytics". This new feature enriches the analytics section with a dedicated "device" tab, offering in-depth insights into the devices interacting with your systems.

Introducing "Device Analytics"

"Device Analytics" provides Trustfull users with a comprehensive overview of device-related data, accessible directly from the existing analytics section. By selecting the new "device" tab, users can dive into detailed charts and analyses focused exclusively on device metrics.

📊 What's Inside "Device Analytics"?

Inside the "device" tab, you'll find a range of specialized charts and breakdowns, including:

• Operating System Breakdown: Get a clear view of the operating systems used by devices engaging with your platform, helping you understand your audience's tech ecosystem.
• Model Brand Breakdown: Discover which device brands are most popular among your users, offering insights into market preferences and trends.
• Model Type Breakdown: Delve into the specifics with a breakdown of model types, providing a granular look at the devices in use.
• Device Type Analysis: Understand the distribution of device types - Mobile, Desktop, and Tablet - to tailor your strategies for optimal user experiences across different devices.

Key Benefits of "Device Analytics":

• Enhanced User Understanding: Gain a deeper understanding of your user base by analyzing the devices they use to interact with your platform.
• Informed Decision Making: Leverage detailed device insights to make informed decisions about app development, content optimization, and user experience design.

🚀 Getting Started with "Device Analytics":

"Device Analytics" is now live and available to all Trustfull users. To access this feature:

1. Navigate to the 'Analytics' section in the Trustfull cloud dashboard.
2. Click on the new "device" tab to explore the various device-focused charts and insights.
3. Utilize the data presented to enhance your understanding of device usage and optimize your strategies accordingly.

🌟 Elevate Your Analytics with Trustfull:

The addition of "Device Analytics" underscores our commitment to providing Trustfull users with comprehensive and actionable insights. By understanding the devices your audience uses, you can create more engaging and effective digital experiences.

Dive into the "Device Analytics" feature today and start leveraging the power of device data to enrich your digital strategies. For further details on how to maximize this feature, please consult our documentation or reach out to our support team.

🔒 CLOUD DASHBOARD: Login logs

We're pleased to introduce a new feature that enhances security and transparency for our users: "Login Logs". This latest addition allows Trustfull users to easily access their login history directly from their settings page, providing a detailed view of account access events.

Introducing "Login Logs"

The "Login Logs" feature is designed to give users peace of mind by offering visibility into their account's login activities. With this feature, you can quickly review when and where your account has been accessed, helping to ensure the security of your data.

📝 Feature Highlights:

• Access History: View a complete log of your account's login attempts, including successful and unsuccessful logins.
• Timestamps: Each login event is timestamped, allowing you to see the exact date and time of account access.

Key Benefits of "Login Logs":

• Enhanced Security: Stay informed about your account's security by monitoring login activities.
• Quick Anomaly Detection: Easily spot unusual login attempts or patterns that may indicate unauthorized access.
• Peace of Mind: Gain confidence in the safety of your account with transparent access to your login history.

🚀 How to Access "Login Logs":

"Login Logs" is immediately available to all Trustfull users. To access your login history:

1. Navigate to the 'Settings' page on your Trustfull account.
2. Select the "Login Logs" option to view your detailed login history.
3. Review the logs to ensure all login activities are legitimate and authorized.

🌟 Your Security, Our Priority:

At Trustfull, we are committed to providing features that enhance the security and trustworthiness of our platform. The introduction of "Login Logs" is part of our ongoing effort to empower users with tools that support their digital safety.

Explore the "Login Logs" feature today and take control of your account security. For more information on how to make the most of this feature, please refer to our documentation or contact our support team.

🛒📱 PHONE API: Bukalapak

We're excited to unveil a new addition to our Phone API: the "phone_has_bukalapak" signal. This innovative feature is designed to enhance user insights by identifying whether a phone number is associated with a Bukalapak account, offering valuable context for businesses operating in or targeting the Southeast Asian market.

Introducing "phone_has_bukalapak"

Bukalapak is one of Southeast Asia's leading e-commerce platforms, and understanding your users' engagement with such platforms can provide significant advantages. The "phone_has_bukalapak" signal allows you to verify if a phone number is registered with Bukalapak, empowering you with deeper insights into your customer's online behaviors.

Key Features:

• phone_has_bukalapak (boolean): This signal will return a "true" value if the provided phone number is linked to a Bukalapak account, indicating the user's presence on the Bukalapak platform.

{
  ...
 "phone_has_bukalapak": true,
  ...
}

 

DEPRECATED: multiple claims without score

Removal date is scheduled for 2024-04-01

Starting from 2024-04-01 a call with multiple claims without the claim score will not be supported anymore.

An example of such a call is:

{
  customer_id:'...',
  email: '...',
  phone_number: '...',
  claims: [
     'phone',
     'email'
  ]
}

How to mitigate this change:

There are two possible ways to mitigate this change:

1. Use the claim 'score'. The resulting call will be similar to :

{
  customer_id:'...',
  email: '...',
  phone_number: '...',
  claims: [
     'phone',
     'email',
     'score'
  ]
}

2. Make two separate calls

Call 1: This is a call to the PHONE API:

{
  customer_id:'...',
  phone_number: '...',
  claims: [
     'phone'
  ]
}

Call 2: This is a call to the EMAIL API:

{
  customer_id:'...',
  email: '...',
  claims: [
     'email'
  ]
}

📚 Resources

• PHONE API Documentation - Information and guidelines on how to implement our phone API.
• Support Center - Assistance and answers from the Trustfull support team.
• EMAIL API Documentation - Detailed information and guidelines on the latest PHONE API features.