Gowri Sivanathan

Build Smarter, Faster Workflows with AI tools

Zillow

Deutsche Bank

Product School

Prosper Marketplace

ICE Mortgage Technology

Ex-Director TPM and Product - Zillow, AI & Product Instructor. Coached 500+.

Visualize how to design, automate, and deploy workflows with little to no coding experience.

Vibe-Code - Build and deploy effective workflows using AI

Learn how AI tools can help reduce manual effort, thereby boosting your productivity by 3-5x.

Learn how to boost your productivity

Learn how to build effective workflows, turning complex, repetitive tasks into automated workflows to save time.

Automate repetitive tasks using n8n

This is not a vibe coding course. Learn how to build production-level software with AI tools.

Founding Applied AI Engineer

Vignesh Mohankumar

Founding Engineer @ Multiple Exited Startups 

Applied AI Consultant

Jason Liu

Staff Machine Learning Engineer and Applied AI Consultant

October Accelerator

January Accelerator

You’ll see us build real software using the exact workflows we use in our own consulting work. This is not a vibe coding course.We built this accelerator because we’re engineers first. For the past few years, we’ve been using AI tools to ship production features that used to take weeks in days. We started by sharing these workflows privately with the senior engineers we worked with. We created this accelerator to scale the knowledge to hundreds of developers.You will learn both:<ul><li>Synchronous workflows — coding live with AI, structuring state and context, getting clean and correct code out of models.</li><li>Asynchronous workflows — background jobs, automated agents, Slack triggers, multi-step processes that run while you focus on something else.</li></ul>And we cover everything that surrounds coding, too:<ul><li>Design-doc generation from meeting notes</li><li>Debugging with AI</li><li>PR review workflows</li><li>Custom commands, sub-agents, rules</li></ul>By the end of the accelerator, you’ll have a repeatable engineering framework you can apply to any codebase, stack, and dev environment. And you’ll walk away having shipped a real feature using these methods.Trusted by 200+ developers.

Ship production code 10× faster with the workflows staff engineers actually use

Automate entire development processes

Master AI-first development workflow.

Scale from individual productivity to team productivity.

Comfortable shipping features in your primary language/stack

Developers who feel overwhelmed by AI coding tools and want clear guidance on how to be productive.

Team leads evaluating AI tools for their organization who need practical frameworks for deciding which tools provide value.

Engineers tired of hype-driven comparisons who want honest, experience-based insights from someone who uses these tools daily.

Your team is drowning in manual work. There's a better way. → You know AI and automation could save your team hours daily — but you're not sure where to start.→ You're tired of repetitive meetings and manual data entry between Slack, Notion, and HubSpot.→ You've experimented with ChatGPT but don't know how to scale it across your business processes.→ You hear about "AI agents" everywhere but it feels like magic only tech companies can do.→ Your team is burning out on busy work instead of focusing on what drives revenue. This course is for business leaders, team managers, and entrepreneurs who want to transform their operations using AI agents and smart automation—without hiring developers. You'll walk away with live automations running in your business, AI agents handling routine tasks, and the mindset of a Happy Operator: someone who scales teams through technology, not more people. What you'll build In 5 weeks, you'll transform from manual chaos to automated efficiency using real business scenarios from "TechFlow Marketing" - a growing agency scaling from 8 to 25 employees. Each week focuses on immediate business impact with systems you can deploy the same day. Week 1: Proposal Generation Pipeline✦ Build: Automated proposal system that turns email inquiries into professional proposals in 5 minutes✦ Learn: Email intelligence, AI parsing, and document generation using n8n + OpenAI + Google Docs✦ Take away: Complete proposal-to-close system reducing creation time from 3 hours to 15 minutes✦ Business Impact: Save 12+ hours weekly on proposals, never miss deals due to slow response times Week 2: Company Knowledge Base✦ Build: AI-powered knowledge assistant that answers team questions about your company instantly from Slack✦ Learn: RAG systems, document processing, and Slack integration✦ Take away: Slack-integrated AI assistant with 80% question accuracy and source citations✦ Business Impact: Eliminate 2+ hours daily spent searching for company information Week 3: Reporting &amp; Meeting Automation✦ Build: Real-time dashboard pulling data from Asana, HubSpot, and Google Calendar✦ Learn: Multi-API integration, automated reporting, and meeting intelligence systems✦ Take away: Automated weekly reports and meeting prep that eliminate status meetings✦ Business Impact: Reduce reporting time from 2 days to 15 minutes, cut meetings by 50% Week 4: Content Repurposing Suite✦ Build: Content multiplication system using news scraping, video processing, and social automation✦ Learn: Apify scraping, YouTube APIs, Meta Business integration, and viral clip generation✦ Take away: Automated content discovery and distribution across all marketing channels✦ Business Impact: Transform 1 piece of content into 20+ assets, reduce content creation time by 70% Week 5: Employee Onboarding System✦ Build: Complete onboarding automation from offer acceptance to 30-day productivity✦ Learn: Workflow orchestration, document automation, and intelligent training paths✦ Take away: AI-powered onboarding assistant handling 80% of new hire questions✦ Business Impact: Reduce onboarding costs by $15K per hire, ensure consistent day-one productivity This progression takes teams from basic automation to enterprise-grade systems, with each week building on the previous to create a complete business transformation toolkit. What a typical week looks like → Monday (75 min): Live inspiration session showing real business transformations, followed by troubleshooting Q&amp;A. See exactly what you'll build and why it matters for your bottom line.→ Tuesday-Thursday (30 min daily): Hands-on building with step-by-step video materials. Each day adds one piece to your automation system - by Thursday, you have a working solution running in your business.→ Friday (60 min): Q&amp;A session with breakout rooms for personalized help. Get unstuck, optimize your workflows, and prepare for the weekend challenge that ties everything together.→ Weekend Challenge: Complete the week's automation system and deploy it in your business. Most students see immediate time savings and measurable results before the next Monday session. Total commitment: 30 minutes daily, with live systems running in your business by week's end.

Your team knows AI exists. But nobody knows how to actually use it.

Course syllabus

Slack, Notion, HubSpot, Google Workspace, or similar. You're comfortable with basic software but want to unlock automation potential.

You use modern business tools daily

Whether leading teams, running business, or overseeing operations, you have real workflows that need automation and time savings.

You manage processes or people

This isn't passive learning - you'll build real systems. Consistent daily practice is essential for implementing business automation.

You're ready to commit 30 minutes daily

May 27, 2025

2 x Live Sessions 1.5h every week.

Tuesdays & Thursdays

Each week, we’ll send you 3 challenges to explore the lessons more deeply.

Weekly projects

Show your progress to the rest and share your next steps.

DEMO Day

Course schedule

Team Leaders &amp; Department Heads: You manage 5-50 people but spend more time on status updates than strategy. Time to automate the chaos.

Entrepreneurs &amp; Business Owners: You're scaling fast but drowning in ops tasks. Every new client adds manual work. Build systems, not headac

C-Level Executives: You see competitors using AI but don't know where to start. Get measurable ROI and prepare teams for what's coming.

Who is this course for

What you’ll get out of this course

Stop switching between Slack, Notion, and HubSpot. Start making them work together intelligently with automation that turns email inquiries into proposals in 5 minutes and generates reports that eliminate status meetings.

Transform your existing tools into AI-powered systems

Focus on strategy, not busy work. Build AI agents that handle proposal generation, meeting summaries, content creation, and employee onboarding automatically while you focus on growing your business.

Save 15+ hours per week per team member

Build once, scale forever. Master n8n automation workflows, AI integration, and data-driven decision making. No coding required - just practical systems that work immediately and scale infinitely.

Implement systems that grow with your business

Your team will see you as "the one who makes things work seamlessly." Confidently identify inefficiencies, propose solutions with measurable ROI, and position yourself as indispensable.

Become the automation leader your company needs

While competitors debate AI strategy, you'll implement systems saving thousands of hours annually. Prepare your organization for what's coming next and lead the AI-first economy shift.

Gain competitive advantage in the AI transformation

Get tangible workflows you deploy day one: <ul><li>5-minute proposal generation</li><li>AI knowledge assistant</li><li>Automated reporting</li><li>content multiplication suite </li><li>Seamless employee onboarding that scales with growth.</li></ul>

5 production-ready automation systems for immediate business impact

Master RAG systems, content automation, and social media intelligence. Transform scattered knowledge into instant answers, one content piece into 20+ assets, and manual processes into intelligent workflows.

Advanced AI integration techniques for competitive advantage

Using Slack, Notion, HubSpot daily? Master the tools that turn manual processes into automated systems for data-driven decisions.

Make

Relay.app

Softr

Lovable

n8n.io

Rafa

Building and Automating before AI existed

Bubble

Matt

Product builder & Agent Expert

Cohort 1

Cohort 2

🚀 Build your own production-ready AI agent in a single morning — no code, no fluff.

AI Founder | Google AI Accelerator Alum

Google

OpenAI

Amazon Web Services

NVIDIA

Aki Wijesundara, PhD

AI Founder | Educator | Google AI Accelerator Alum

AI Advisor | Co-Founder & CEO at Krybe 

Manu Jayawardana

AI Advisor | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

Go from idea to a deployed AI agent in just one morning — no code required.AI automation is moving fast, and teams need people who can actually build working agents, not just talk about them. With tools like n8n and modern LLMs, it’s now possible to create production-ready automations in hours — if you know the right patterns.This half-day intensive takes you from curious tinkerer to capable AI automation builder by guiding you through designing, building, and deploying your own AI agent — live, step by step.In just 3.5 hours, you’ll connect LLMs to real tools, build workflows that think and act, and deploy an agent that can handle real tasks across APIs, CRMs, Google Sheets, and more. You won’t sit back and listen — you’ll spend the morning shipping.<h3>You’ll walk away with:</h3><ul><li>A fully functional AI agent you built yourself</li><li>Confidence to design and automate real workflows using n8n</li><li>A reusable workflow diagram and deployment checklist</li><li>Practical skills you can use for clients, your job, or your own projects</li></ul>This is a fast, hands-on workshop built for people who want to learn by doing — and leave with something real they can showcase the same day.

Go from idea to live AI agent in just few hours.

Design a complete AI agent architecture that actually works.

Connect LLMs (OpenAI/Claude/Gemini) directly into n8n.

Automate real business workflows using APIs and integrations.

Add memory, tools, and multi-step reasoning to your agent.

Test, deploy, and run your agent in real environments.

Package and monetize automation workflows as a service.

✅ Comfortable using ChatGPT or any LLM API - no deep technical experience required.

Basic familiarity with AI tools

✅ Have an OpenAI (or equivalent) API key and an n8n account.

Access to essential platforms

✅ Eager to experiment, connect APIs, and create workflows that solve real tasks.

Curiosity to build and automate

For developers &amp; consultants who want to build real AI automations using n8n - fast, practical, and no code.

For founders &amp; operators who want to automate workflows or sell AI agent services to clients with zero coding.

For tech-curious pros who want to design, build, and deploy working AI agents using no-code tools in just hours.

The only course that teaches People and Operations leaders to build AI-powered automations that actually deliver ROI

Founder, Builder, People Ops Leader

Finom

Accurx

VEED

Multiverse

TestGorilla

Matt Bradburn

Consulted with 200+ companies on scaling people/ops, built 100+ automations

🔥 The Problem (Why This Matters Now)You're Drowning in Manual Work While Others Are Scaling Intelligently. The gap between manual operations and automated excellence is widening every week.The Hidden Cost of "Simple" Manual Processes- That "quick" weekly report you compile? It's costing you $18,000 annually.- That onboarding checklist you manage manually? $25,000 per year in hidden costs.- Those approval workflows running through email? $40,000 in delayed decisions and missed opportunities. Most People and Operations leaders underestimate the true cost of manual processes by 400%. They see the 30 minutes, not the compounding effects of delays, errors, and opportunity costs.💪 The Solution:⚡️ The Only Course That Teaches Problem-First Automation for People and Operations Leaders. You'll learn the exact methodology that I use to help leaders at scaling companies:😇 Save 20+ hours per week through intelligent automation🔥 Reduce manual errors by 95% with AI-powered workflows💪 Reduce reliance on new headcount and focus on the strategic leverage

A 6-week practical course to get you building ai automations and improving ROI

🔍 Week 1: Strategic Foundation - From Problems to Automation Opportunities

🧠 Week 2: AI Building Blocks - Prompts, Agents & Data Intelligence

🛠️ Week 3: n8n Foundations - Building Your First Automated Workflows

⚡ Week 4: Advanced Automations - Multi-System Integration & Data Intelligence

🤖 Week 5: Custom AI Agents & Advanced Use Cases

🚀 Week 6: Scaling & Optimization - Building a Sustainable Automation Practice

Spend more than 5 hours per week on repetitive tasks that could be automated

Some experience using LLMs

Manage processes that touch multiple systems and require manual coordination

Access to the systems you need

Are ready to invest time in learning to save exponentially more time later

The will to develop yourself

People Operations Directors and VPs&nbsp;who need to scale their function without proportional headcount increases

HR Business Partners and Generalists&nbsp;who want to move from administrative tasks to strategic value creation by automating routine processes.

Operations Managers and Leaders&nbsp;responsible for cross-functional processes who are tired of manual coordination and ready to build systems