WrenAI for Financial Analytics: KPI Modeling and Regulatory-Aware Dashboards Training Course

This instructor-led, live training in Uzbekistan (online or onsite) is aimed at intermediate-level financial professionals, risk analysts, and AI engineers who wish to develop and deploy AI-driven solutions for financial automation and fraud detection.

By the end of this training, participants will be able to:

• Understand the role of AI in financial automation and fraud detection.
• Build AI models for detecting fraudulent transactions.
• Leverage machine learning for real-time risk assessment.
• Deploy AI-powered financial monitoring systems.

AI is revolutionizing the way financial institutions evaluate creditworthiness, price risk, and optimize lending decisions.

This instructor-led, live training (online or onsite) is designed for intermediate-level finance professionals who want to leverage artificial intelligence to enhance credit scoring models, manage risk more effectively, and improve lending operations.

By the end of this training, participants will be able to:

• Grasp key AI methods used in credit scoring and risk prediction.
• Develop and assess credit scoring models using machine learning algorithms.
• Interpret model outputs for regulatory compliance and transparency.
• Utilize AI techniques to improve underwriting, loan approval, and portfolio management.

Format of the Course

• Interactive lectures and discussions.
• Numerous exercises and practice sessions.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Artificial Intelligence is a technology that facilitates the creation of digital products with sophisticated data-driven features and personalized customer experiences.

This instructor-led, live training (conducted online or in-person) includes asynchronous activities and hands-on workshops, designed for intermediate-level banking professionals who aim to effectively design, develop, and deliver AI-powered digital products.

By the end of this training, participants will be able to:

• Recognize customer needs and establish a clear product vision.
• Leverage AI technologies to improve digital banking products.
• Utilize agile and design thinking methodologies to develop user-centric solutions.
• Evaluate, refine, and optimize product performance for sustained value.

Format of the Course

• 50% synchronous classes (virtual or in-person).
• 25% asynchronous activities (videos, readings, forums).
• 25% in-person practical workshops with case studies.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

AI is revolutionizing the way financial institutions detect fraud and combat money laundering by providing intelligent, real-time analysis of extensive transaction datasets.

This instructor-led, live training (available online or onsite) is designed for intermediate-level professionals who want to apply machine learning and AI tools to automate and enhance financial crime detection, compliance monitoring, and operational governance.

By the end of this training, participants will be able to:

• Understand the various use cases of AI in fraud detection and AML monitoring.
• Design and implement models for detecting anomalies and scoring transactions.
• Utilize graph-based AI techniques for identifying network risks.
• Ensure that model deployments are ethical, explainable, and compliant with regulations.

Format of the Course

• Interactive lectures and discussions.
• Numerous exercises and practical sessions.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

AI in Financial Services is a strategic tool that enhances risk reduction, customer experience, and operational efficiency.

This instructor-led, live training (available online or on-site) is designed for financial services executives, fintech managers, and compliance officers who have limited prior exposure to artificial intelligence. The goal is to help them understand how to implement AI solutions responsibly and effectively within their institutions.

By the end of this training, participants will be able to:

• Comprehend the strategic importance of AI in financial services.
• Identify and manage ethical risks associated with AI models.
• Navigate the regulatory environment for AI in finance.
• Develop responsible AI governance and implementation frameworks.

Format of the Course

• Interactive lectures and discussions.
• Case study analysis and group exercises.
• Application of ethical frameworks to practical financial scenarios.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

AI is revolutionizing FinTech by enabling intelligent automation, hyper-personalization, and secure real-time financial services.

This instructor-led, live training (available online or on-site) is designed for beginner to intermediate-level FinTech professionals who are interested in exploring the integration of AI, APIs, and Open Banking innovations to create next-generation financial products.

By the end of this training, participants will be able to:

• Understand how AI and machine learning are utilized across various FinTech scenarios.
• Utilize Open Banking APIs and data aggregation for product innovation.
• Design AI-driven features for digital wallets, neobanks, and financial assistants.
• Ensure that innovation aligns with regulatory, ethical, and security standards.

Format of the Course

• Interactive lectures and discussions.
• Extensive exercises and practice sessions.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI is an AI-driven analytics platform designed to integrate data, model insights, and create dashboards. In enterprise settings, strong governance and security measures are essential for ensuring safe and compliant implementation.

This instructor-led, live training (available online or onsite) is tailored for advanced-level enterprise professionals who aim to implement governance, compliance, and security strategies for WrenAI on a large scale.

By the end of this training, participants will be able to:

• Develop and implement permissioning models in WrenAI.
• Apply auditability and monitoring practices to ensure compliance.
• Set up secure environments with enterprise-level controls.
• Safely deploy WrenAI across large organizations.

Format of the Course

• Interactive lectures and discussions.
• Hands-on labs focusing on governance and security configurations.
• Practical exercises simulating enterprise deployment scenarios.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI empowers organizations to evolve from static dashboards to conversational analytics and embedded generative BI. This transition necessitates meticulous planning, asset migration, and effective change management.

This instructor-led, live training (available online or on-site) is designed for intermediate-level BI and data platform professionals who aim to modernize their legacy BI systems using WrenAI.

By the end of this training, participants will be able to:

• Assess existing BI environments and pinpoint opportunities for modernization.
• Plan and carry out migrations from static dashboards to WrenAI.
• Implement conversational analytics and embedded GenBI features.
• Guide organizational change management efforts for BI modernization.

Format of the Course

• Interactive lectures and discussions.
• Practical exercises focused on migration and adoption planning.
• Hands-on labs for conversational analytics and embedded GenBI.

Course Customization Options

• For a customized training session tailored to your specific needs, please contact us to arrange.

WrenAI facilitates the generation of SQL queries from natural language and offers AI-driven analytics, enhancing data access speed and intuitiveness. For enterprise-level applications, it is crucial to implement quality assurance and observability practices to ensure accuracy, reliability, and compliance.

This instructor-led, live training (available online or on-site) is designed for advanced data and analytics professionals who aim to assess query accuracy, refine prompt tuning, and implement observability practices for monitoring WrenAI in a production environment.

By the end of this training, participants will be able to:

• Evaluate the precision and reliability of natural language to SQL outputs.
• Apply prompt tuning methods to enhance performance.
• Track drift and query behavior over time.
• Integrate WrenAI with logging and observability frameworks.

Format of the Course

• Interactive lectures and discussions.
• Hands-on exercises focusing on evaluation and tuning techniques.
• Practical labs for integrating observability and monitoring solutions.

Course Customization Options

• To request a customized training session for this course, please contact us to arrange.

The WrenAI API is a robust interface designed for generating SQL queries from natural language, building custom applications, and integrating charts into internal platforms.

This instructor-led, live training (conducted online or on-site) is tailored for intermediate-level engineers who want to leverage the WrenAI API for practical applications such as SQL generation, data visualization, and application integration.

By the end of this training, participants will be able to:

• Authenticate and connect their applications to the WrenAI API.
• Generate SQL queries using natural language inputs.
• Create and embed charts using the API endpoints.
• Integrate WrenAI into backend systems and internal tools.

Format of the Course

• Interactive lectures and discussions.
• Hands-on exercises involving API calls and integrations.
• Practical projects that connect applications, charts, and data pipelines.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI Cloud is a contemporary platform designed for integrating data sources, modeling data, and creating interactive dashboards.

This instructor-led, live training (available online or on-site) is tailored for beginner to intermediate-level data professionals who are interested in learning how to set up WrenAI Cloud, model data, and present insights through dashboards.

By the end of this training, participants will be able to:

• Set up and configure WrenAI Cloud environments effectively.
• Connect WrenAI Cloud to various data sources seamlessly.
• Model data and establish relationships for robust analytics.
• Create interactive dashboards that provide valuable business insights.

Format of the Course

• Engaging lecture and discussion sessions.
• Hands-on practice in configuring the cloud platform and modeling data.
• Practical exercises focused on building dashboards and visualizations.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI is an open-source business intelligence tool that facilitates the conversion of natural language into SQL and supports semantic data modeling.

This instructor-led, live training (available online or on-site) is designed for advanced-level data engineers, analytics engineers, and machine learning engineers who aim to build robust semantic layers, fine-tune prompts, and ensure reliable SQL generation.

By the end of this training, participants will be able to:

• Implement semantic models to ensure consistent metric definitions across different teams.
• Enhance text-to-SQL performance for greater accuracy and scalability.
• Set up and enforce safeguards to prevent invalid or risky queries.
• Integrate WrenAI OSS into data pipelines and analytics workflows.

Format of the Course

• Interactive lectures and discussions.
• Extensive exercises and practice sessions.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI is a conversational analytics platform that transforms natural-language queries into dependable analytics, enabling non-technical teams to generate insights efficiently and consistently.

This instructor-led, live training (online or onsite) is designed for intermediate-level product managers, analysts, and data champions who wish to adopt conversational analytics and develop self-service BI capabilities using WrenAI.

By the end of this training, participants will be able to:

• Design conversational analytics workflows that provide reliable insights into product performance.
• Create and maintain a standardized metrics layer for consistent reporting across teams.
• Utilize natural-language to SQL features effectively to answer complex product questions.
• Integrate WrenAI-driven self-service dashboards and safeguards into product workflows.

Format of the Course

• Interactive lectures and discussions.
• Hands-on labs with WrenAI and sample datasets.
• Workshop: build a self-service dashboard and conversational query set.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI empowers SaaS providers to integrate generative business intelligence (GenBI) directly into their customer-facing products. This course equips SaaS teams with the skills needed to incorporate Wren AI through its Embedded API, set up white-label analytics, and manage multi-tenant deployments.

This instructor-led, live training (available both online and onsite) is designed for intermediate to advanced SaaS product leaders, data engineers, and full-stack developers who aim to implement WrenAI as an embedded analytics solution in SaaS environments.

By the end of this training, participants will be able to:

• Integrate WrenAI using the Embedded API for customer-facing applications.
• Implement white-label conversational BI with branding and customization.
• Design secure and scalable multi-tenant deployments.
• Monitor usage, optimize performance, and ensure compliance in SaaS environments.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs using the WrenAI Embedded API.
• Workshop: design and deploy a white-label analytics feature for a SaaS use case.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

WrenAI Spreadsheets and Metrics Library facilitate rapid reporting through AI-driven spreadsheet workflows and a collection of pre-built, cross-platform business metrics.

This instructor-led, live training (available online or on-site) is designed for operations professionals with beginner to intermediate levels of experience who want to speed up their reporting and analysis using WrenAI Spreadsheets and the Metrics Library.

By the end of this training, participants will be able to:

• Create AI-powered spreadsheets for data analysis and reporting.
• Utilize the WrenAI Metrics Library for standardized KPIs.
• Integrate spreadsheets with various data sources for real-time updates.
• Develop automated workflows to enhance operational reporting efficiency.

Format of the Course

• Interactive lectures and discussions.
• Practical spreadsheet building using WrenAI.
• Exercises focused on metrics and KPI reporting.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.