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

Artificial Intelligence empowers the creation of digital banking products featuring advanced, data-driven functionalities and highly personalized customer experiences.

This instructor-led live training, available online or on-site, complements asynchronous learning materials with in-person workshops. It is tailored for intermediate-level banking professionals seeking to effectively design, develop, and launch AI-enhanced digital products.

Upon completing this training, participants will be equipped to:

• Pinpoint customer requirements and articulate a clear product vision.
• Leverage AI technologies to upgrade digital banking offerings.
• Utilize agile methodologies and design thinking to develop user-centric solutions.
• Measure, iterate, and optimize product performance to ensure sustained value delivery.

Course Format

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

Customization Options

• For tailored training arrangements, please contact us directly.

AI is revolutionizing the way financial institutions identify fraud and combat money laundering by utilizing intelligent, real-time analysis of large-scale transaction data.

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

Upon completion of this training, participants will be able to:

• Grasp key AI applications 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 model deployment.

Course Format

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

Customization Options

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

Artificial intelligence serves as a key strategic driver for minimizing risk, enhancing customer experiences, and improving operational efficiency within the financial sector.

This guided, live training session—available both online and on-site—is designed for executives in financial services, fintech managers, and compliance officers who have limited prior experience with artificial intelligence. The course aims to help them understand how to implement AI solutions responsibly and effectively within their organizations.

Upon completion of this training, participants will be equipped to:

• Comprehend the strategic benefits of integrating AI into financial services.
• Recognize and address ethical risks linked to AI models.
• Navigate the complex regulatory environment surrounding AI in finance.
• Develop frameworks for responsible AI governance and implementation.

Course Format

• Interactive lectures and group discussions.
• Analysis of case studies and collaborative exercises.
• Application of ethical frameworks to realistic financial scenarios.

Customization Options

• For customized training arrangements, please contact us.

Artificial Intelligence is reshaping the FinTech sector by facilitating intelligent automation, hyper-personalized experiences, and secure, real-time financial services.

This instructor-led live training (available online or onsite) targets beginner to intermediate FinTech professionals eager to explore the synergy between AI, APIs, and Open Banking innovations to craft next-generation financial products.

Upon completion, participants will be capable of:

• Grasping the application of AI and machine learning across various FinTech use cases.
• Utilizing Open Banking APIs and data aggregation for innovative product development.
• Developing AI-driven features for digital wallets, neobanks, and financial assistants.
• Aligning innovation efforts with regulatory, ethical, and security requirements.

Course Format

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

Customization Options

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

WrenAI is an AI-driven analytics platform built to link data, model insights, and generate dashboards. In enterprise settings, strong governance and security measures are essential for ensuring safe and compliant adoption.

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

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

• Design and implement permissioning models in WrenAI.
• Apply auditability and monitoring practices for compliance.
• Set up secure environments with enterprise-level controls.
• Roll out WrenAI safely across large organizations.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs with governance and security configurations.
• Practical exercises simulating enterprise rollout scenarios.

Course Customization Options

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

WrenAI empowers organizations to shift from static dashboards to conversational analytics and embedded generative BI. Successfully navigating this transformation demands strategic adoption planning, thorough asset migration, and robust change management practices.

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

Upon completion of this training, participants will be able to:

• Assess legacy BI environments and pinpoint modernization opportunities.
• Develop and implement migration strategies from static dashboards to WrenAI.
• Implement conversational analytics and embedded GenBI functionalities.
• Drive organizational change management efforts during BI modernization.

Course Format

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

Course Customization Options

• For customized training requests, please contact us to arrange a session.

WrenAI facilitates the conversion of natural language into SQL and empowers AI-driven analytics, making data access faster and more intuitive. For enterprise-grade applications, rigorous quality assurance and observability practices are critical to ensuring accuracy, reliability, and regulatory compliance.

This instructor-led live training, available online or on-site, targets advanced data and analytics professionals seeking to evaluate query precision, apply prompt tuning strategies, and implement observability practices to monitor WrenAI in production environments.

Upon completion of this training, participants will be equipped to:

• Assess the accuracy and reliability of natural language to SQL outputs.
• Utilize prompt tuning techniques to enhance performance.
• Track query behavior and detect drift over time.
• Integrate WrenAI with logging and observability frameworks.

Course Format

• Interactive lectures and discussions.
• Practical exercises focused on evaluation and tuning methodologies.
• Hands-on labs covering observability and monitoring integrations.

Customization Options

• To request a tailored version of this course, please contact us to arrange it.

The WrenAI API serves as a robust interface for converting natural language into SQL queries, constructing custom applications, and embedding charts within internal platforms.

This instructor-led, live training, available online or onsite, is designed for intermediate-level engineers looking to leverage the WrenAI API for practical use cases, such as SQL generation, data visualization, and application integration.

Upon completing this training, participants will be able to:

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

Course Format

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

Customization Options

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

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

This instructor-led, live training (available online or onsite) targets beginner to intermediate data professionals seeking to learn how to set up WrenAI Cloud, model data, and visualize insights in dashboards.

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

• Set up and configure WrenAI Cloud environments.
• Connect WrenAI Cloud to multiple data sources.
• Model data and define relationships for analytics.
• Create interactive dashboards for business insights.

Format of the Course

• Interactive lecture and discussion.
• Hands-on cloud platform configuration and data modeling.
• Practical exercises in dashboard building and visualization.

Course Customization Options

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

WrenAI is an open-source generative BI tool designed to facilitate natural language to SQL conversion and semantic data modeling.

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

Upon completion of this training, participants will be able to:

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

Course Format

• Interactive lectures and discussions.
• Extensive exercises and practical applications.
• Hands-on implementation within 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 translates natural-language queries into reliable analytics, enabling non-technical teams to generate insights quickly and consistently.

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

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

• Design conversational analytics workflows that surface reliable product insights.
• Create and maintain a standardized metrics layer for consistent reporting.
• Use natural-language to SQL features effectively to answer product questions.
• Embed WrenAI-driven self-service dashboards and guardrails in product workflows.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs with Wren AI 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 seamlessly embed generative business intelligence (GenBI) directly within their customer-facing products. This course equips SaaS teams with the expertise to integrate Wren AI via its Embedded API, configure white-label analytics, and manage multi-tenant deployments effectively.

This instructor-led, live training (available online or onsite) targets intermediate to advanced-level SaaS product leaders, data engineers, and full-stack developers who aim to deploy WrenAI as an embedded analytics solution within SaaS environments.

Upon completing this training, participants will be able to:

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

Course Format

• Interactive lectures and discussions.
• Hands-on labs utilizing the WrenAI Embedded API.
• Workshop: Design and deploy a white-label analytics feature for a SaaS use case.

Customization Options

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

WrenAI Spreadsheets and the Metrics Library facilitate rapid reporting by leveraging AI-driven spreadsheet workflows and a repository of pre-built, cross-platform business metrics.

This instructor-led training session (available online or onsite) targets beginner to intermediate-level operations professionals seeking to expedite reporting and analysis processes through WrenAI Spreadsheets and the Metrics Library.

Upon completion of this training, participants will be capable of:

• Developing AI-enhanced spreadsheets for data analysis and reporting.
• Utilizing the WrenAI Metrics Library to establish standardized KPIs.
• Linking spreadsheets to various data sources to ensure real-time updates.
• Designing automated workflows to streamline operational reporting.

Course Format

• Interactive lectures and discussions.
• Practical sessions on building spreadsheets with WrenAI.
• Applied exercises focused on metrics and KPI reporting.

Course Customization Options

• To arrange a customized training version of this course, please contact us.