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

This instructor-led live training in Sweden (online or onsite) targets 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.

Artificial intelligence is reshaping how financial institutions evaluate creditworthiness, price risk, and optimize lending decisions.

This instructor-led live training (available online or on-site) is designed for intermediate-level finance professionals seeking to apply artificial intelligence to enhance credit scoring models, manage risk more effectively, and streamline lending operations.

Upon completing this training, participants will be able to:

• Grasp the core AI methodologies utilized in credit scoring and risk prediction.
• Construct and assess credit scoring models using machine learning algorithms.
• Interpret model outputs to ensure regulatory compliance and transparency.
• Implement AI techniques to refine underwriting, loan approval processes, and portfolio management.

Course Format

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

Customization Options

• To request tailored training for this course, please contact us to make arrangements.

Artificial Intelligence serves as a pivotal technology for developing digital products that offer sophisticated, data-driven capabilities and highly personalized customer experiences.

This instructor-led live training, available both online and onsite, integrates asynchronous learning with in-person workshops. It is specifically designed for banking professionals with an intermediate level of expertise who aim to effectively design, develop, and launch AI-powered digital products.

Upon completing this training, participants will be equipped to:

• Pinpoint customer needs and establish a clear product vision.
• Implement AI technologies to elevate digital banking products.
• Utilize agile methodologies and design thinking to craft user-centric solutions.
• Monitor, iterate, and optimize product performance to ensure sustained value.

Course Format

• 50% synchronous sessions (conducted virtually or in-person).
• 25% asynchronous activities (including videos, readings, and discussion forums).
• 25% in-person practical workshop featuring real-world case studies.

Customization Options

• To arrange a customized version of this course, please reach out to us.

Artificial intelligence is reshaping the way financial institutions identify fraud and counteract money laundering by intelligently analyzing vast volumes of transaction data in real time.

This instructor-led live training, available both online and onsite, is designed for intermediate-level professionals aiming to apply machine learning and AI tools to automate and improve financial crime detection, compliance monitoring, and operational governance.

Upon completing this training, participants will be equipped to:

• Understand how AI is applied in fraud detection and AML monitoring.
• Design and implement models for anomaly detection and transaction scoring.
• Utilize graph-based AI to identify network risks.
• Ensure that model deployment is ethical, explainable, and compliant with regulations.

Course Format

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

Course Customization Options

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

AI serves as a strategic enabler in financial services, driving improvements in risk reduction, customer experience, and operational efficiency.

This instructor-led training, available both online and onsite, is designed for financial services executives, fintech managers, and compliance officers who have limited prior exposure to artificial intelligence but wish to understand how to responsibly and effectively implement AI solutions within their institutions.

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

• Appreciate the strategic value of AI in the financial sector.
• Identify and mitigate ethical risks associated with AI models.
• Navigate the regulatory landscape for AI in finance.
• Design responsible AI governance and implementation frameworks.

Format of the Course

• Interactive lecture and discussion.
• Case study analysis and group exercises.
• Application of ethical frameworks to realistic financial scenarios.

Course Customization Options

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

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

This instructor-led, live training, available both online and onsite, targets beginner to intermediate FinTech professionals eager to explore the intersection of AI, APIs, and Open Banking innovations to create next-generation financial solutions.

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

• Comprehend how AI and machine learning are applied across various FinTech use cases.
• Utilize Open Banking APIs and data aggregation for product innovation.
• Develop AI-driven features for digital wallets, neobanks, and financial assistants.
• Ensure innovation aligns with regulatory, ethical, and security standards.

Course Format

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

Customization Options

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

WrenAI is an AI-driven analytics platform designed to connect data, model insights, and generate dashboards. In enterprise environments, robust governance and security are critical to ensuring safe and compliant adoption.

This instructor-led, live training (online or onsite) is aimed at advanced-level enterprise professionals who wish 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 move past static dashboards by enabling conversational analytics and embedded generative BI. This evolution demands meticulous adoption planning, asset migration, and robust change management strategies.

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

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

• Assess legacy BI environments and pinpoint opportunities for modernization.
• Plan and implement migrations from static dashboards to WrenAI.
• Embrace conversational analytics and embedded GenBI functionalities.
• Guide organizational change management initiatives related to BI modernization.

Course Format

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

Course Customization Options

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

WrenAI facilitates the generation of SQL from natural language and provides AI-powered analytics, making data access faster and more intuitive. For enterprise-grade deployments, robust quality assurance and observability practices are crucial to guarantee accuracy, reliability, and compliance.

This instructor-led live training (available online or onsite) is designed for advanced data and analytics professionals who want to evaluate query accuracy, apply prompt tuning methods, and implement observability practices to monitor WrenAI in production environments.

By the conclusion of this training, participants will be capable of:

• Assessing the accuracy and reliability of natural language to SQL outputs.
• Applying prompt tuning techniques to enhance performance.
• Monitoring drift and query behavior over time.
• Instrumenting WrenAI with logging and observability frameworks.

Course Format

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

Course Customization Options

• To request customized training for this course, please get in touch with us to arrange it.

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

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

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

• Authenticate and link applications to the WrenAI API.
• Generate SQL queries from natural language prompts.
• 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 apps, charts, and data pipelines.

Customization Options

• For inquiries regarding customized training for this course, please contact us to arrange.

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

This instructor-led, live training session (available online or onsite) is tailored for beginner to intermediate data professionals looking to master the setup of WrenAI Cloud, model data, and visualize key insights through dashboards.

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

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

Course Format

• Interactive lectures and discussions.
• Hands-on practice with cloud platform configuration and data modeling.
• Practical exercises focused on dashboard creation and visualization.

Customization Options

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

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

This instructor-led, live training (online or onsite) is aimed at advanced-level data engineers, analytics engineers, and ML engineers who wish to build robust semantic layers, tune prompts, and ensure reliable SQL generation.

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

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

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• 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 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 embed generative business intelligence (GenBI) directly within their customer-facing applications. 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 SaaS product leaders, data engineers, and full-stack developers aiming to deploy WrenAI as an embedded analytics solution within their SaaS environments.

Upon completion of 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.

Course Customization Options

• To request 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 repository of pre-built, cross-platform business metrics.

This instructor-led, live training (available online or onsite) is designed for beginner to intermediate-level operations professionals who want to speed up their reporting and analysis processes using WrenAI Spreadsheets and the Metrics Library.

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

• Construct AI-powered spreadsheets for data analysis and reporting.
• Utilize the WrenAI Metrics Library to establish standardized KPIs.
• Link spreadsheets to various data sources for real-time updates.
• Develop automated workflows to streamline operational reporting.

Course Format

• Interactive lectures and discussions.
• Practical sessions on building spreadsheets with WrenAI.
• Hands-on exercises involving metrics and KPI reporting.

Customization Options

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