This advanced course equips participants to design, automate, and govern intelligent business processes using Google Workspace, Gemini AI, Google Workspace Studio, and Google Apps Script.

Participants will learn to create sophisticated AI-assisted workflows across Gmail, Drive, Docs, Sheets, Slides, Forms, Calendar, and Chat. The course covers prompt and context design, Gemini-powered content and data workflows, event-driven automation, integrations, approval controls, monitoring, and scalable solution architecture.

Emphasis is placed on solving real business problems—including document processing, communications management, approvals, reporting, customer operations, knowledge management, and executive decision support—while maintaining appropriate security, privacy, human oversight, and governance.

Google Workspace Studio supports Gemini-assisted flows consisting of starters, steps, variables, conditional logic, approvals, webhooks, and integrations. Apps Script provides a cloud-based JavaScript platform for deeper customization and cross-application automation. Feature availability may vary by Google Workspace edition, administrator configuration, region, and release status.

Duration 5 Days – 35 hrs.

Objectives

• Design advanced AI-assisted workflows across Google Workspace applications.
• Apply structured prompting, grounding, context management, and reusable instructions to business activities.
• Use Gemini to analyze, summarize, classify, transform, and generate business information.
• Build multi-step flows in Google Workspace Studio using starters, actions, variables, conditions, approvals, and AI steps.
• Automate processes involving Gmail, Drive, Docs, Sheets, Forms, Calendar, Slides, and Google Chat.
• Select appropriately between built-in Gemini features, Workspace Studio, Apps Script, and integrated services.
• Develop Apps Script solutions using services, triggers, custom functions, menus, properties, and reusable components.
• Use Gemini to assist with generating, reviewing, explaining, debugging, and improving Apps Script code.
• Connect Workspace solutions to APIs, webhooks, and approved third-party services.
• Design human-in-the-loop processes for reviewing and approving AI-generated outputs or sensitive actions.
• Implement error handling, logging, monitoring, retries, notifications, and operational controls.
• Apply security, privacy, access-control, data-governance, and responsible-AI principles.
• Identify high-value business processes suitable for AI enhancement and automation.
• Evaluate automation opportunities according to value, risk, feasibility, and maintainability.
• Design scalable business solutions that can be governed, supported, and improved over time.

 

Target Audience 

• Business process analysts
• Automation specialists and RPA practitioners
• Digital transformation professionals
• Business intelligence and data professionals
• IT professionals and Workspace administrators
• Application developers and solution architects
• Operations, finance, HR, sales, marketing, and customer-service professionals
• Project and program managers responsible for AI or automation initiatives
• Department leaders seeking to introduce governed AI-assisted processes
• Citizen developers who need to progress from basic productivity automation to advanced solutions

 

 Prerequisites

• Strong working knowledge of Google Workspace applications, particularly Gmail, Drive, Docs, Sheets, Forms, Calendar, and Slides
• Previous experience using Gemini or another generative AI assistant
• Basic understanding of prompts, AI-generated content, and responsible AI use
• Familiarity with business processes, workflow logic, and data-handling practices
• Basic spreadsheet skills, including formulas, filters, ranges, and structured data
• Basic programming knowledge—preferably JavaScript—is recommended for the Apps Script modules
• Access to an eligible Google Workspace account with the required Gemini, Workspace Studio, Apps Script, and administrator-enabled features
• Permission to create test files, scripts, flows, triggers, and integrations in a safe training environment.

Course Outline

Day 1 — Advanced Gemini AI Workflows in Google Workspace

Module 1: Enterprise Generative AI and the Google Workspace Ecosystem

• Generative AI capabilities and limitations
• Gemini across Google Workspace applications
• Gemini app, Workspace side panels, Workspace Studio, and Apps Script
• Matching business requirements to the appropriate Google solution
• Deterministic automation compared with probabilistic AI
• Human judgment and accountability in AI-assisted processes

 Module 2: Advanced Prompt and Context Engineering

• Structuring prompts using role, objective, context, constraints, and output format
• Developing reusable prompt patterns for business processes
• Grounding outputs in approved Workspace information
• Designing prompts for classification, extraction, comparison, summarization, and transformation
• Structured outputs, tables, schemas, and validation criteria
• Prompt decomposition and multi-stage reasoning workflows
• Managing hallucinations, ambiguity, and incomplete information
• Evaluating and refining AI outputs

 Module 3: Gemini-Powered Productivity Across Workspace

• Advanced email analysis, prioritization, drafting, and response workflows
• Creating, restructuring, and reviewing business documents
• Using Gemini with spreadsheets for analysis, formulas, categorization, and insights
• Developing presentation narratives and executive summaries
• Synthesizing information across Drive and Workspace resources
• Turning meetings, messages, and documents into decisions and action items
• Creating reusable role-based AI workflows

 Module 4: Designing AI-Assisted Business Processes

• Discovering suitable AI and automation opportunities
• Mapping current and future-state processes
• Identifying triggers, inputs, decisions, actions, outputs, and exceptions
• Determining where human review is required
• Prioritizing opportunities by value, feasibility, risk, and frequency
• Defining measurable business outcomes

 

 Day 2 — Google Workspace Studio and Intelligent Flow Design

Module 5: Workspace Studio Architecture and Core Components

• Workspace Studio interface and flow lifecycle
• Creating flows from natural-language descriptions, templates, and blank designs
• Starters, steps, actions, variables, and outputs
• Event-based, scheduled, and manually initiated flows
• Passing information between flow steps
• Testing, activating, managing, and sharing flows
• Understanding availability, permissions, and operational limits

 Module 6: Building Multi-Step Workspace Automations

• Automating Gmail, Sheets, Drive, Forms, Calendar, and Chat processes
• Designing sequential and conditional workflows
• Watching and responding to spreadsheet changes
• Routing records, documents, and notifications
• Generating drafts, summaries, classifications, and recommendations
• Creating reusable custom instructions and skills
• Handling missing, invalid, or unexpected inputs

 Module 7: AI Steps, Decisions, and Human Approvals

• Incorporating Gemini AI steps into flows
• Designing classification and information-extraction stages
• Using confidence, validation, and exception-routing concepts
• Adding approval checkpoints before consequential actions
• Creating reviewer-friendly approval information
• Preventing uncontrolled or inappropriate automated actions
• Managing rejected, expired, and escalated requests

 Module 8: Workspace Studio Business Solutions

• Automated email triage and escalation
• Document intake, classification, and filing
• Form-submission processing and stakeholder notification
• Meeting follow-up and action tracking
• Customer-request routing and response preparation
• Policy and knowledge-content workflows
• Management summaries and operational alerts

 

 Day 3 — Advanced Automation with Google Apps Script

Module 9: Apps Script Solution Architecture

• Apps Script projects and development environments
• Container-bound and standalone scripts
• Core services for Gmail, Drive, Docs, Sheets, Forms, Calendar, and Slides
• Variables, functions, arrays, objects, loops, and modular design
• Reading and writing Workspace data
• Batch operations and performance considerations
• Designing maintainable automation components

 Module 10: Triggers, Events, and Process Orchestration

• Simple and installable triggers
• Time-driven and event-driven automation
• Form-submit, spreadsheet-edit, calendar, and document events
• Trigger authorization and execution identity
• Designing idempotent and repeatable processes
• Avoiding duplicated actions and processing loops
• Managing execution limits, quotas, and concurrency

 Module 11: Building Business Applications with Apps Script

• Custom spreadsheet functions
• Custom menus, dialogs, and sidebars
• Generating documents from templates
• Creating PDFs and distributing controlled outputs
• Automating email and notification processes
• Managing file structures and metadata in Drive
• Building approval and status-tracking solutions
• Using Google Chat as a business-process interface

 Module 12: AI-Assisted Apps Script Development

• UsingGemini to generate and explain Apps Script code
• Translating business requirements into automation logic
• Providing effective context and constraints for code generation
• Reviewing AI-generated scopes, permissions, and data operations
• Refactoring and optimizing generated code
• Debugging scripts with AI assistance
• Verifying generated code before production use
• Recognizing security weaknesses and unreliable assumptions

 

 Day 4 — Gemini API Integration, Reliability, and Governance

Module 13: Integrating Gemini into Custom Workspace Solutions

• Architecture of an AI-enabled Apps Script solution
• Calling Gemini services from Apps Script
• Designing prompts and request payloads programmatically
• Processing responses and structured AI outputs
• Chaining AI operations within business workflows
• Classification, extraction, summarization, and generation patterns
• Multimodal document and content-processing concepts
• Function-calling and tool-oriented workflow concepts

 Module 14: APIs, Webhooks, and External Services

• Connecting Workspace Studio flows through webhooks
• Using Apps Script to consume REST APIs
• Sending data to approved business systems
• Authentication and secret-management considerations
• Validating inbound and outbound data
• Working with rate limits and service failures
• Designing loosely coupled integrations
• Evaluating third-party integration risks

 Module 15: Error Handling, Monitoring, and Operational Reliability

• Exception handling and useful error messages
• Logging and execution monitoring
• Retry, timeout, and backoff patterns
• Dead-letter and manual-review concepts
• Administrator and process-owner notifications
• Audit records and processing history
• Versioning, testing, rollback, and change control
• Supporting automations after deployment

 Module 16: AI Governance, Security, Privacy, and Compliance

• Workspace identity, permissions, OAuth scopes, and least privilege
• Administrator controls for Gemini and Workspace data access
• Data classification and acceptable-use requirements
• Protecting personal, confidential, regulated, and proprietary information
• Prompt injection and malicious-content risks
• Data leakage and inappropriate sharing risks
• Human oversight for sensitive or high-impact processes
• Retention, auditability, and accountability
• Bias, accuracy, transparency, and responsible AI
• Establishing governance roles, policies, and review procedures

Gemini generally operates within the user’s existing Workspace access, while administrators and content owners can further restrict its access to Workspace data. These controls should form part of every production solution’s governance design.

 

Day 5 — Enterprise Business Solutions and Capstone Design

Module 17: Departmental AI and Automation Use Cases

• Sales lead intake, qualification, briefing, and follow-up
• Marketing content operations and campaign reporting
• Customer-service request classification and response preparation
• HR onboarding, employee requests, and policy assistance
• Finance document intake, reconciliation support, and management reporting
• Procurement requests and approval routing
• Project status consolidation, risk summaries, and stakeholder updates
• Knowledge management and internal information discovery
• Executive briefing and decision-support workflows

 Module 18: Enterprise Solution Design and Scaling

• Selecting the appropriate automation architecture
• Combining Gemini, Workspace Studio, Apps Script, APIs, and human decisions
• Reusable components, templates, and configuration-driven design
• Ownership and support models
• Separating development, testing, and production activities
• Designing for maintainability and organizational change
• Adoption, operating procedures, and continuous improvement
• Calculating business value and automation return on investment

 Module 19: Capstone—Intelligent End-to-End Business Process

• Define a business problem and expected outcome
• Map the existing process and identify improvement opportunities
• Design triggers, data inputs, AI steps, business rules, and outputs
• Select Workspace Studio, Apps Script, Gemini, and integration components
• Add validation, exception handling, approvals, and human oversight
• Define access controls, governance requirements, and audit information
• Build or prototype the proposed workflow
• Test normal, exceptional, and failure scenarios
• Document the operating and support requirements
• Present the solution and business-value case

 Module 20: Production Roadmap and Implementation Planning

• Identifying pilot processes
• Prioritizing solutions by impact, complexity, and risk
• Establishing ownership and governance responsibilities
• Defining technical and business readiness criteria
• Planning controlled deployment and user adoption
• Developing a reusable automation backlog
• Creating a roadmap for scaling AI-enabled Workspace solutions