Agentic AI for Business Automation: Use Cases & Integration Training Course

This instructor-led, live training in Portugal (online or onsite) is aimed at beginner-level / intermediate-level / advanced-level professionals who wish to use Artificial Intelligence in Project Management and Agile Methodologies to shift from manual coordination to data-driven orchestration. This category focuses on leveraging Machine Learning and Large Language Models to solve traditional "bottlenecks" in the software development lifecycle (SDLC). By applying AI to areas like GitOps, capacity planning, and requirements engineering, organizations can achieve higher precision in forecasting and significantly reduce the time spent on administrative overhead. This methodology helps teams focus on high-value creative work while AI handles the complexity of data processing and scenario planning.

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

• Understand the technical foundations of Transformers, LLMs, and SLMs.
• Critically evaluate AI tools based on cost, latency, data privacy, and vendor lock-in.
• Master advanced prompt engineering and RAG techniques for professional use.
• Integrate AI into the full Agile lifecycle, from ideation and backlog refinement to risk management.
• Identify and mitigate risks related to AI ethics, biases, hallucinations, and "model collapse."
• Apply "model-based problem solving" to complex engineering and management tasks.

This instructor-led, live training in Portugal (online or in-person) is targeted at beginner, intermediate, and advanced professionals aiming to transform traditional architectural workflows into AI-native processes. Rather than replacing architectural creativity, we focus on augmenting it—using Artificial Intelligence to manage repetitive tasks, speed up conceptualization, and automate administrative burdens. This workshop bridges the gap between raw sketches and high-end professional presentations.

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

• Generate 3-5 conceptual variants in the time it previously took to produce just one.
• Perform high-end post-production on renderings independently, eliminating the need for external outsourcing for minor corrections.
• Utilize Multimodal AI (Gemini/GPT) to analyze complex legal building codes and technical documentation.
• Implement automated administrative workflows to recover several hours of manual work per week.

Artificial Intelligence (AI) for Corporate Professionals is an introductory course that explores how AI can be safely and effectively applied across departments within the corporate environment to boost productivity, enhance communication, and streamline operations.

This instructor-led, live training (online or onsite) is aimed at non-technical corporate professionals who wish to understand and begin using AI tools like ChatGPT, Gemini, and Copilot to improve their everyday workflows.

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

• Understand AI fundamentals, risks, and ethical considerations.
• Apply AI to automate tasks and assist with communication and research.
• Create structured prompts tailored to real-world administrative tasks.
• Plan for safe, scalable adoption of AI tools within their teams.

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of AI tools in corporate scenarios.
• Guided exercises focused on process improvement and communication.

Course Customization Options

• To request a customized training for this course based on your department's workflows or internal tools, please contact us to arrange.

This instructor-led, live training in Portugal (online or onsite) is aimed at beginner-level to intermediate-level professionals from various departments who wish to learn how to efficiently use AI tools for daily tasks, saving time and improving productivity.

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

• Identify AI-powered tools suitable for different tasks.
• Automate repetitive processes to improve workflow efficiency.
• Leverage AI for better communication, reporting, and decision-making.
• Ensure responsible and ethical AI usage in the workplace.

This instructor-led, live training in Portugal (online or onsite) is designed for beginner-level administrative staff who want to gain a foundational understanding of AI and its practical applications in administrative work.

Upon completing this training, participants will be able to:

• Comprehend the fundamental concepts of Artificial Intelligence (AI).
• Discover how to integrate AI into everyday administrative duties.
• Enhance efficiency in sending emails, conducting surveys, managing indicators, maintaining records, and performing manual validations using AI tools.

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 beyond static dashboards, embracing conversational analytics and embedded generative BI. This shift demands meticulous adoption planning, the migration of existing assets, 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 equipped to:

• Assess legacy BI environments and pinpoint opportunities for modernization.
• Plan and execute the migration from static dashboards to WrenAI.
• Implement conversational analytics and embedded GenBI capabilities.
• Lead organizational change management efforts related to 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 regarding this course, please contact us to arrange details.

WrenAI facilitates the conversion of natural language into SQL and supports AI-driven analytics, enabling faster and more intuitive data access. For enterprise environments, rigorous quality assurance and observability practices are critical to guaranteeing accuracy, reliability, and regulatory compliance.

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

Upon completion 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 system performance.
• Monitoring for drift and analysing query behaviour over time.
• Integrating WrenAI with logging and observability frameworks.

Course Format

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

Customisation Options

• To request a customised version of this course, please contact us to make arrangements.

The WrenAI API offers a robust interface for translating natural language into SQL queries, constructing tailored applications, and embedding charts directly into internal platforms.

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

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

• Authenticating and linking applications to the WrenAI API.
• Generating SQL queries from natural language inputs.
• Creating and embedding charts via API endpoints.
• Integrating 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, visualizations, and data pipelines.

Customization Options

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

WrenAI Cloud offers a contemporary platform designed to connect data sources, model data, and construct interactive dashboards.

This instructor-led live training, available either online or onsite, targets beginner to intermediate data professionals looking to master the setup of WrenAI Cloud, data modelling, and the visualization of insights within dashboards.

Upon completing this training, participants will be capable of:

• Setting up and configuring WrenAI Cloud environments.
• Linking WrenAI Cloud to various data sources.
• Modelling data and defining relationships for analytical purposes.
• Developing interactive dashboards to derive business insights.

Course Format

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

Customization Options

• For tailored training on this course, please get in touch to arrange your requirements.

WrenAI equips finance teams with the capabilities to model Key Performance Indicators (KPIs), integrate standardized metrics, and design dashboards that adhere to regulatory requirements and audit standards.

This instructor-led live training, available online or onsite, targets intermediate to advanced finance professionals seeking to leverage WrenAI for constructing compliant financial data models and dashboards that facilitate decision-making and risk management.

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

• Model financial KPIs and metrics within WrenAI.
• Construct dashboards that align with regulatory and audit requirements.
• Integrate WrenAI with finance data sources to enable real-time reporting.
• Apply best practices for financial analytics and risk monitoring.

Course Format

• Interactive lectures and discussions.
• Practical exercises involving financial data models.
• Hands-on labs focused on dashboard design and compliance reporting.

Course Customization Options

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

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) is designed for intermediate to advanced SaaS product leaders, data engineers, and full-stack developers looking to implement WrenAI as an embedded analytics solution within their SaaS ecosystems.

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 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 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.

The WrenAI Spreadsheets and 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 operations professionals looking to accelerate their reporting and analysis capabilities using WrenAI Spreadsheets and the Metrics Library.

Upon completing this training, participants will be capable of:

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

Course Format

• Interactive lectures and discussions.
• Practical, hands-on experience in building spreadsheets with WrenAI.
• Practical exercises focused on metrics and KPI reporting.

Course Customization Options

• For those interested in requesting a tailored training for this course, please contact us to arrange the details.