Beyond Conversational AI: Why Agent Training Needs the Full Customer Journey
Speaker
Scott Drake
CTO, Symtrain
Interviewer
Robert Cowlishaw
VP of Marketing at AmplifAI
Based on a conversation at CCW Orlando 2026 between Scott Drake with Robert Cowlishaw.
TL;DR
Symtrain CTO Scott Drake explains why training simulations must combine dynamic conversations with real application workflows to truly prepare agents.
The Limitation of Pure Conversation
While the industry races to implement AI-driven training, Scott Drake sees a critical gap in how most solutions approach the problem.
"Everybody's focusing on AI and the AI is very conversationally focused," Scott observes. "But let's be honest—probably about 70% of our customers are talking to customers with an application while they're interacting."
The real customer journey isn't just a conversation. It's an agent asking for a social security number while navigating a CRM, pulling up an order while addressing a complaint, updating records while building rapport.
"The real customer journey and interaction is the application with the customer experience," Scott emphasizes. "We're focusing on bringing those both together."
“Probably about 70% of our customers are talking to customers with an application while they're interacting. The real customer journey is the application with the customer experience.”
Scott Drake
CTO, Symtrain
From Guided Tours to Dynamic Reality
Symtrain built its reputation on onboarding—guided simulations that help new agents build confidence through structured progression. But customer demands are pushing them further.
"What we're finding from customers now is they want more dynamic and real-life interactions," Scott explains. "We're building a product that will have guardrails—like 'I want to do a call that handles a warranty'—but with true dynamic responses."
The new approach includes persona modeling that scales customer behavior realistically. A simulated customer might start angry but become receptive after objections are resolved. The variability mirrors real life.
“To be a great athlete, you have to practice things. Repetition and actually doing—the act of doing it—seemed to be a better way to absorb and be more confident.”
Scott Drake
CTO, Symtrain
The Sports Analogy
Scott's philosophy on training traces back to athletics.
"I always grew up in sports, and to be a great athlete, you have to practice things," he reflects. "Repetition and actually doing—the act of doing it—seemed to be a better way to absorb and be more confident."
In an era where AI promises to shortcut everything, Scott sees lasting value in practice itself: the muscle memory, the repetition, the creative problem-solving that emerges from working through scenarios.
“Our goal is to make the simulation so real that you don't know the difference between a simulation and a real call.”
Scott Drake
CTO, Symtrain
The Ultimate Goal
Symtrain's north star is ambitious but clear.
"Our goal is to make the simulation so real that you don't know the difference between a simulation and a real call," Scott says. "That is our ultimate goal."
Key Takeaways
Most AI training solutions focus on conversation alone, missing the 70% of interactions that involve applications
Effective agent training must combine dynamic dialogue with real application workflows
Customer personas should scale realistically—angry customers who become receptive after resolution
Practice and repetition build confidence in ways that shortcuts cannot replace
The gold standard for simulation: indistinguishable from a real customer interaction