⚙️ How to Create Agentic Workflows the Right Way - From AI Experiments to Revenue Systems | by

⚙️ How to Create Agentic Workflows the Right Way - From AI Experiments to Revenue Systems | by Terra Business Club

⚙️ How to Create Agentic Workflows the Right Way - From AI Experiments to Revenue Systems with Leo Sadeq - Founder of Ascend AI & Product-Led Growth Strategist

AI agents are everywhere - but most don’t work in the real world.

In this practical, no-hype session, Leo Sadeq breaks down how agentic workflows should be designed when the goal is measurable business impact, not demos or experimentation. You’ll learn why many teams rush into “AI agents” and end up with fragile, expensive systems and how to architect agentic workflows that reliably replace manual work, scale execution, and move revenue.

Grounded in real deployments at Ascend AI and product-led thinking, this session reframes agentic systems from a product and revenue lens, giving founders, operators, and builders a clear mental model for building AI that actually works in production.

💡 You’ll learn how to:

• Use autonomy as a lever, not a goal, deploying only the level of agency that creates real ROI

• Architect agentic systems the right way, with non-negotiable components like planning, routing, execution, memory, and guardrails

• Avoid the most common design mistakes that cause AI agents to fail at scale

• Design agentic workflows that own outcomes end-to-end, not just “think”

• Deploy agents that plug directly into revenue-critical workflows without constant human babysitting

Key Takeaways:

• Autonomy Is a Lever, Not a Goal. Map workflows across levels of agency and choose the autonomy that actually scales

• Agentic Systems Fail at the Architecture Layer. Learn the building blocks that turn demos into production systems

• Design for Outcomes, Not Intelligence. Build agents that act, collaborate, self-correct, and drive business results

About the Speaker:

Leo Sadeq is the founder of Ascend AI, a revenue-focused AI automation agency working with D2C and B2B companies to optimize sales, marketing, and growth operations. With a background in product management and scaling startups through Product-Led Growth (PLG), Leo specializes in designing agentic AI systems that move real business metrics, revenue, efficiency, and speed of execution.

His work sits at the intersection of AI architecture, product strategy, and real-world deployment, helping teams move beyond AI hype and into systems that scale reliably in production.

Join our WhatsApp group to access the registration link and get all the event details.

This is for:

• Business owners and CEOs

• Operations leaders

• Startups

• Those willing to start a new business

Connect with Terra top business mentors and entrepreneurs at our upcoming business breakfast!

⚡️ Expect fresh insights, new connections, and conversations that matter.

Let’s build better businesses together.

Join our WhatsApp group to access the registration link and get all the event details.

NOT FOR SELLING ANYTHING