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

This instructor-led, live training in Taiwan (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 Taiwan (online or onsite) targets beginner, intermediate, and advanced professionals who wish to transform traditional architectural workflows into AI-native processes. Instead of replacing the architect's creativity, we focus on augmenting it—using Artificial Intelligence to handle repetitive tasks, accelerate 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 create just one.
• Perform independent, high-end post-production on renderings, removing 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 a few hours of manual work per week.

"Artificial Intelligence (AI) for Corporate Professionals" is an introductory course designed to demonstrate how AI can be safely and effectively integrated across various departments to enhance productivity, improve communication, and streamline operations.

This instructor-led training, available online or on-site, is tailored for non-technical corporate professionals eager to understand and utilize AI tools such as ChatGPT, Gemini, and Copilot to optimize their daily workflows.

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

• Grasp the fundamentals of AI, including associated risks and ethical considerations.
• Apply AI to automate tasks and facilitate communication and research.
• Design structured prompts specifically tailored to real-world administrative tasks.
• Strategize the safe and scalable adoption of AI tools within their teams.

Course Format

• Interactive lectures and discussions.
• Hands-on practice with AI tools in corporate scenarios.
• Guided exercises focused on process improvement and communication enhancement.

Course Customization Options

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

This instructor-led, live training in Taiwan (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 Taiwan (online or onsite) is aimed at beginner-level administrative operatives who wish to have a basic understanding of AI and its applications in administrative tasks.

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

• Understand the basics of Artificial Intelligence (AI).
• Learn how AI can be integrated into daily administrative tasks.
• Improve efficiency in sending emails, conducting surveys, managing indicators, maintaining records, and performing manual validations through AI tools.

WrenAI is an AI-driven analytics platform that connects data, models insights, and generates dashboards. In enterprise settings, strong governance and security measures are essential to ensure safe and compliant adoption.

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

Upon completion 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 transcend static dashboards, embracing conversational analytics and embedded generative BI. Successfully navigating this transition demands thoughtful 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 seeking to modernize their legacy BI systems using WrenAI.

Upon completing this training, participants will be equipped to:

• Assess legacy BI environments and pinpoint modernization opportunities.
• Strategize and execute the migration from static dashboards to WrenAI.
• Implement conversational analytics and embedded GenBI capabilities.
• Drive organizational change management efforts for 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.

Customization Options

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

WrenAI facilitates the conversion of natural language into SQL queries, empowering analytics with artificial intelligence to make data access more intuitive and rapid. To meet enterprise-grade standards, implementing rigorous quality assurance and observability practices is crucial for guaranteeing accuracy, reliability, and regulatory compliance.

This live, instructor-led training, available both online and onsite, is designed for advanced data and analytics professionals aiming to assess query accuracy, execute prompt tuning, and establish observability practices to monitor WrenAI in production environments.

Upon completing this training, participants will be capable of:

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

Course Format

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

Course Customization Options

• For a customized training version of this course, please reach out to us to make arrangements.

The WrenAI API serves as a robust interface for generating SQL queries from natural language, developing custom applications, and embedding charts into 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, including SQL generation, data visualization, and application integration.

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

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

Course Format

• 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 session for this course, please contact us to make arrangements.

WrenAI Cloud serves as a contemporary platform designed to facilitate the connection of data sources, the modeling of data, and the creation of interactive dashboards.

Delivered as an instructor-led, live session (available online or on-site), this training targets beginner to intermediate-level data professionals seeking to master the setup of WrenAI Cloud, data modeling techniques, and the visualization of insights within dashboards.

Upon completing this training, participants will be equipped to:

• Establish and configure WrenAI Cloud environments.
• Integrate WrenAI Cloud with various data sources.
• Model data and define relationships to support analytics.
• Develop interactive dashboards to drive business insights.

Course Format

• Engaging lectures paired with open discussion.
• Practical, hands-on experience with cloud platform configuration and data modeling.
• Applied exercises focused on building dashboards and visualizing data.

Customization Options

• For those interested in tailored training for this course, please reach out to us to make arrangements.

WrenAI empowers finance teams to model KPIs, standardize metrics, and create dashboards that align with regulatory requirements and audit standards.

This instructor-led live training (available online or onsite) targets intermediate to advanced finance professionals seeking to use WrenAI for building compliant financial data models and dashboards that support decision-making and risk management.

Upon completing this training, participants will be able to:

• Model financial KPIs and metrics within WrenAI.
• Build dashboards that meet regulatory and audit standards.
• Integrate WrenAI with financial data sources for real-time reporting.
• Apply best practices for financial analytics and risk monitoring.

Course Format

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

Customization Options

• To request 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 data engineers, analytics engineers, and machine learning engineers who aim to build robust semantic layers, refine prompts, and ensure reliable SQL generation.

Upon completing this training, participants will be able to:

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

Course Format

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

Course Customization Options

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

WrenAI serves as a conversational analytics platform that converts natural-language inquiries into dependable analytics, empowering non-technical teams to derive insights swiftly and consistently.

This instructor-led, live training (available online or onsite) targets intermediate-level product managers, analysts, and data champions seeking to implement conversational analytics and establish self-service BI capabilities using WrenAI.

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

• Design conversational analytics workflows that deliver reliable product insights.
• Create and maintain a standardized metrics layer for uniform reporting.
• Effectively utilize natural-language to SQL features to address product-related questions.
• Integrate WrenAI-driven self-service dashboards and guardrails into product workflows.

Course Format

• Interactive lectures and discussions.
• Hands-on labs utilizing Wren AI and sample datasets.
• Workshop: Construct a self-service dashboard and a set of conversational queries.

Course Customization Options

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

WrenAI empowers SaaS providers to seamlessly integrate generative business intelligence (GenBI) directly into their customer-facing applications. This course is designed to equip SaaS teams with the essential skills to leverage Wren AI via its Embedded API, configure white-label analytics, and effectively manage multi-tenant deployments.

Delivered through instructor-led live training (available online or onsite), this program targets intermediate to advanced SaaS product leaders, data engineers, and full-stack developers seeking to deploy WrenAI as an embedded analytics solution within SaaS ecosystems.

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

• Integrate WrenAI into customer-facing applications using the Embedded API.
• Implement white-label conversational BI with customized branding.
• Design secure and scalable multi-tenant deployment architectures.
• 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 tailored for a specific SaaS use case.

Customization Options

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

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

This instructor-led, live training session (available online or onsite) is designed for beginner to intermediate-level operations professionals aiming to accelerate their reporting and analytical capabilities through the use of WrenAI Spreadsheets and the Metrics Library.

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

• Develop AI-enhanced spreadsheets for data analysis and reporting.
• Utilize the WrenAI Metrics Library to establish standardized key performance indicators (KPIs).
• Link spreadsheets to various data sources to ensure real-time data updates.
• Design automated workflows to streamline operational reporting processes.

Course Format

• Interactive lectures and discussions.
• Practical, hands-on exercises for building spreadsheets using WrenAI.
• Applied exercises focused on metrics and KPI reporting.

Course Customization Options

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