Building with the WrenAI API: Applications, Charts, and NL to SQL Training Course
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 session (available online or onsite) targets 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 capable of:
- Authenticating and linking applications to the WrenAI API.
- Deriving 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.
- Hands-on exercises involving API calls and integrations.
- Practical projects that connect apps, charts, and data pipelines.
Course Customization Options
- To arrange customized training for this course, please contact us.
Course Outline
Introduction to the WrenAI API
- Overview of API features and capabilities
- Authentication and security basics
- Exploring the API documentation
Working with Data and SQL Generation
- Sending natural language queries
- Interpreting and validating generated SQL
- Optimizing SQL outputs for performance
Building Applications with the API
- Connecting backend services to WrenAI
- Building data-driven endpoints
- Error handling and logging
Charting and Visualization via API
- Requesting chart objects through the API
- Embedding charts in internal applications
- Customizing chart appearance and interactions
Integration with Internal Tools
- Embedding dashboards in team portals
- Automating workflows with WrenAI endpoints
- Use cases for operations and reporting teams
Advanced Usage and Scaling
- Batch queries and bulk data processing
- Handling concurrency and rate limits
- Scaling integrations in enterprise environments
Security and Governance
- Managing API keys and permissions
- Audit logging and compliance considerations
- Best practices for secure integrations
Future Roadmap and Extensions
- AI-assisted improvements in query generation
- Extending applications with advanced endpoints
- Exploring upcoming WrenAI features
Summary and Next Steps
Requirements
- Understanding of REST APIs
- Experience with SQL databases
- Familiarity with backend programming languages
Target Audience
- Backend engineers
- Platform engineers
- Internal tools teams
Open Training Courses require 5+ participants.
Building with the WrenAI API: Applications, Charts, and NL to SQL Training Course - Booking
Building with the WrenAI API: Applications, Charts, and NL to SQL Training Course - Enquiry
Building with the WrenAI API: Applications, Charts, and NL to SQL - Consultancy Enquiry
Upcoming Courses
Related Courses
Governance and Security Patterns for WrenAI in the Enterprise
14 HoursWrenAI is an AI-driven analytics platform built to connect data, model insights, and generate dashboards. In enterprise settings, robust governance and security are essential to ensure safe and compliant adoption.
This instructor-led, live training (available online or onsite) targets advanced-level enterprise professionals aiming 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.
Modernizing Legacy BI with WrenAI: Adoption, Migration, and Change Management
14 HoursWrenAI empowers organizations to transition from static dashboards to conversational analytics and embedded generative BI. This transformation 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 looking to modernize their legacy BI systems using WrenAI.
Upon completing this training, participants will be capable of:
- Evaluating legacy BI environments and pinpointing modernization opportunities.
- Planning and executing the migration from static dashboards to WrenAI.
- Adopting conversational analytics and embedded GenBI features.
- Leading organizational change management efforts for 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.
Customization Options
- To request customized training for this course, please reach out to us to arrange details.
Quality and Observability for WrenAI: Evaluation, Prompt Tuning, and Monitoring
14 HoursWrenAI transforms natural language into SQL generation and enables AI-driven analytics, making data access quicker and more intuitive. For enterprise-grade applications, robust quality assurance and observability practices are crucial to guarantee accuracy, reliability, and compliance.
This instructor-led, live training (available online or onsite) targets advanced data and analytics professionals looking to assess query accuracy, apply prompt tuning strategies, and implement observability practices for monitoring 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.
- Tracking drift and query behavior over time.
- Implementing WrenAI with logging and observability frameworks.
Course Format
- Interactive lectures and discussions.
- Hands-on exercises focusing on evaluation and tuning techniques.
- Practical labs on observability and monitoring integrations.
Course Customization Options
- To request customized training for this course, please reach out to us to arrange it.
WrenAI Cloud Essentials: From Data Sources to Dashboards
14 HoursWrenAI Cloud is a contemporary platform designed to link data sources, model information, and construct interactive dashboards.
This instructor-led, live training (available online or onsite) is intended for beginner to intermediate data professionals looking to master the setup of WrenAI Cloud, data modeling techniques, and visualization of insights through dashboards.
Upon completion of this training, participants will be able to:
- Set up and configure WrenAI Cloud environments.
- Connect WrenAI Cloud to various data sources.
- Model data and establish relationships for analytics purposes.
- Develop interactive dashboards to derive business insights.
Format of the Course
- Interactive lectures and discussions.
- Practical sessions on cloud platform configuration and data modeling.
- Hands-on exercises focused on dashboard building and visualization.
Course Customization Options
- To request customized training for this course, please reach out to us to make arrangements.
WrenAI for Financial Analytics: KPI Modeling and Regulatory-Aware Dashboards
14 HoursWrenAI empowers finance teams 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 looking to leverage 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 in WrenAI.
- Build dashboards aligned with regulatory and audit requirements.
- Integrate WrenAI with finance data sources for real-time reporting.
- Apply best practices for financial analytics and risk monitoring.
Format of the Course
- Interactive lecture and discussion.
- Hands-on exercises with financial data models.
- Practical labs on dashboard design and compliance reporting.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
WrenAI OSS Deep Dive: Semantic Modeling, Text to SQL, and Guardrails
21 HoursWrenAI 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 for Product Teams: Conversational Analytics and Self-Service BI
14 HoursWrenAI 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.
Deploying WrenAI for SaaS: Embedded GenBI in Customer-Facing Products
14 HoursWrenAI empowers SaaS providers to embed generative business intelligence (GenBI) directly within their customer-facing products. This course equips SaaS teams with the expertise needed 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 in their SaaS environments.
Upon completion of this training, participants will be able to:
- Integrate WrenAI using the Embedded API to enhance 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 within 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 specific SaaS use case.
Course Customization Options
- To request customized training for this course, please contact us to arrange a session.
Operational Analytics with WrenAI Spreadsheets and Metrics Library
14 HoursThe WrenAI Spreadsheets and Metrics Library facilitate rapid reporting by combining AI-driven spreadsheet workflows with a repository of pre-built, cross-platform business metrics.
This instructor-led live training, available both online and onsite, is designed for operational professionals at beginner to intermediate levels who aim to accelerate their reporting and analysis processes using WrenAI Spreadsheets and the Metrics Library.
Upon completion of this training, participants will be equipped 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 experience building spreadsheets with WrenAI.
- Applied exercises focused on metrics and KPI reporting.
Customization Options
- To request a tailored training version of this course, please reach out to us for arrangement.