The 5 AI Tools That Actually Stick on Product Teams in 2026

Hosted by Aki Wijesundara, PhD and Manu Jayawardana

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AI Growth Marketing Certification
Manu Jayawardana and Aki Wijesundara
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What you'll learn

Where Lovable, n8n, OpenClaw, and Apollo fit

Understand what each tool actually does and when to use it.

When to use workflows vs agents

Learn the difference between automation (n8n), UI control (OpenClaw), and product building (Lovable).

How to combine tools into a simple AI stack

See how these tools can work together without overcomplicating your setup.

How to avoid shiny tool syndrome

Focus on practical use cases that save time or move product forward.

How to iterate toward production using Langfuse insights

Turn observed behavior into concrete improvements and safer deployments.

Why this topic matters

AI tools are everywhere — but most product teams don’t know which ones actually matter. We’ll break down four practical tools: Lovable for building, n8n for automation, OpenClaw for interacting with software, and Apollo for data and outreach workflows. You’ll learn what each tool is good at, where it creates leverage, and how to combine them into a simple AI stack

You'll learn from

Aki Wijesundara, PhD

AI Founder | Educator | Google AI Accelerator Alum

Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google’s AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems.

He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.

Aki is also a frequent speaker and advisor to organizations adopting AI, helping them transition from experimentation to production at scale.

Career highlights

  • Ex–Google AI Accelerator researcher focused on responsible AI and applied ML.
  • PhD in AI & Cognitive Systems with published research across top universities.
  • Former researcher with teams affiliated with MIT, University of Oxford, & King’s College London.
  • Co-founder of Snapdrum — delivered AI systems for finance, education, and healthcare.
  • Built and deployed AI product pipelines used by PMs, startups, and enterprise teams.
  • Instructor for multiple AI builder programs, helping 500+ professionals ship AI features fast.


Manu Jayawardana

Exited AI Founder (Rise AI: 35k Users) | Co-Founder of Krybe and Snapdrum.com

Manu Jayawardana is a serial entrepreneur with multiple AI startup successes. He exited Rise AI, a fintech app with over 35,000 users, to a private investor, demonstrating his ability to build and scale impactful products.

He co-founded Snapdrum, delivering enterprise AI systems and scaling paid acquisition engines that drove 5,000+ premium customers.

He is also Co-Founder & CEO of Krybe, a London-based Voice AI startup serving 1,000+ users and part of the NVIDIA Inception ecosystem. With a background in quant finance and AI engineering, he operates at the intersection of AI, distribution, and execution.


Career highlights

  • Exited Founder, Rise AI — Built an AI investment copilot (35,000+ users) trained on 1,300+ financial sources; exited to a private investor.
  • Co-Founder, Snapdrum — Delivered enterprise AI agents and high-ticket growth systems; scaled funnels to 5,000+ customers.
  • Co-Founder & CEO, Krybe — Built a production-grade Voice AI platform serving 1,000+ users; part of NVIDIA Inception.
  • Creator of the #1 ranked Investment GPT on the OpenAI Store with 30,000+ users.
  • B2B SaaS Analytics CEO — Scaled revenue 10× in one year, serving 5,000+ users.
  • Entrepreneur First Unlock Fellow (2024) — Selected for high-potential deep-tech founders.
  • AI Systems & Growth Architect — Built and scaled 10+ ventures across AI and SaaS.


Previous Students from

Google
Meta
OpenAI
Boston Consulting Group (BCG)
NVIDIA

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