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

This instructor-led, live training in Serbia (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, assess risk, and optimize lending decisions.

This instructor-led, live training (online or onsite) is designed for intermediate-level finance professionals who aim 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 methodologies 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.
• Apply AI techniques to enhance underwriting, loan approval processes, and portfolio management.

Format of the Course

• Interactive lecture and discussion.
• 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.

Artificial Intelligence is a technology that enables the development of digital products with advanced data-driven capabilities and personalized customer experiences.

This instructor-led, live training (online or onsite) combined with asynchronous activities and in-person workshops is 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:

• Identify customer needs and define a clear product vision.
• Leverage AI technologies to enhance digital banking products.
• Utilize agile and design thinking methods to create user-centered solutions.
• Measure, iterate, 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 workshop 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 through intelligent, real-time analysis of extensive transaction datasets.

This instructor-led, live training (available online or onsite) is designed for intermediate-level professionals who wish to leverage 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 use cases of AI in fraud detection and AML monitoring.
• Design and implement models for anomaly detection and transaction scoring.
• Utilize graph-based AI for network risk detection.
• Ensure ethical, explainable, and regulatory-compliant deployment of models.

Format of the Course

• Interactive lectures and discussions.
• Numerous exercises and practical activities.
• 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 management, improves customer experience, and boosts 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 organizations.

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 real-world 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 (online or on-site) is designed for beginner to intermediate-level FinTech professionals who want to explore 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 in various FinTech scenarios.
• Utilize Open Banking APIs and data aggregation for product development.
• Design AI-driven features for digital wallets, neobanks, and financial assistants.
• Align innovation with regulatory, ethical, and security standards.

Format of the Course

• Interactive lecture and discussion.
• 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.

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

This instructor-led, live training (available online or on-site) is tailored for advanced-level enterprise professionals who aim to implement robust governance, compliance, and security measures for WrenAI at scale.

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

• Design and implement permission models in WrenAI.
• Apply audit and monitoring practices for 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 for configuring governance and security.
• Practical exercises simulating enterprise deployment scenarios.

Course Customization Options

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

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

This instructor-led, live training (available online or on-site) is designed for intermediate-level BI and data platform professionals who aim to modernize 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 execute migrations from static dashboards to WrenAI solutions.
• Implement conversational analytics and embedded GenBI features.
• Guide organizational change management during BI system upgrades.

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

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

WrenAI facilitates the transformation of natural language into SQL and offers AI-driven analytics, significantly enhancing data access speed and intuitiveness. For enterprise-level applications, implementing quality assurance and observability practices is crucial to ensure accuracy, reliability, and compliance.

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

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

• Assess the precision and reliability of natural language to SQL outputs.
• Employ prompt tuning techniques 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.
• Practical exercises focusing on evaluation and tuning techniques.
• Hands-on labs for observability and monitoring integrations.

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 to generate SQL queries from natural language, build custom applications, and integrate charts into internal platforms.

This instructor-led, live training (available both online and onsite) is targeted at 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.
• Create SQL queries using natural language inputs.
• Develop and embed charts through API endpoints.
• Integrate WrenAI into backend systems and internal tools.

Format of the Course

• Interactive lectures and discussions.
• Practical exercises involving API calls and integrations.
• Real-world projects connecting applications, charts, and data pipelines.

Course Customization Options

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

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

This instructor-led, live training (available both online and onsite) is tailored for data professionals at beginner to intermediate levels who want to learn how to set up WrenAI Cloud, model data, and visualize 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

• Interactive lectures and discussions.
• Hands-on experience in configuring the cloud platform and modeling data.
• Practical exercises focused on building and visualizing dashboards.

Course Customization Options

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

WrenAI is an open-source generative 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 maintain consistent metric definitions across different teams.
• Optimize text-to-SQL performance for accuracy and scalability.
• Configure 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.
• 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.

WrenAI is a conversational analytics platform that transforms natural-language queries into dependable analytics, empowering non-technical teams to generate insights swiftly and reliably.

This instructor-led, live training (available online or on-site) is designed for intermediate-level product managers, analysts, and data champions who are looking 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 address product-related 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 a set of conversational queries.

Course Customization Options

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

WrenAI allows 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, configure white-label analytics, and manage multi-tenant deployments.

This instructor-led, live training (available online or on-site) is designed for intermediate to advanced-level SaaS product leaders, data engineers, and full-stack developers who are looking to deploy 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 customized branding and features.
• 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 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 comprehensive library of pre-built, cross-platform business metrics.

This instructor-led, live training (available online or on-site) is designed for operations professionals at beginner to intermediate levels who want to expedite their reporting and analysis processes 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 multiple 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 exercises using WrenAI.
• Hands-on practice with metrics and KPI reporting.

Course Customization Options

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