The Killer App of AI Is Context

Hosted by Amir Feizpour and J Nicholas Tolson

Fri, Apr 3, 2026

4:00 PM UTC (45 minutes)

Virtual (Zoom)

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AI Agents for Pragmatic Builders - Claude Code, LangGraph, n8n
Amir Feizpour, PhD
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What you'll learn

What a Context Profile Is

Understand the four-layer framework (Company, Department, Project/Client, Role) and what belongs in each.

From Prompt Engineering to Context Engineering

Why improving inputs isn’t about writing smarter prompts—but about supplying richer context.

Simple Implementation for SMBs

How to deploy a lightweight version immediately using project-based knowledge files.

Building Context Infrastructure

Considerations for governance, maintenance, and scaling context systems across teams.

Why this topic matters

The biggest gap in AI performance inside organizations isn’t model capability—it’s missing context. Teams repeatedly underfeed AI systems and expect expert-level output. By systematizing company knowledge into reusable, structured context, organizations unlock dramatically better results without changing user behavior. Context—not prompting tricks—is the real multiplier for enterprise AI adoption.

You'll learn from

Amir Feizpour

Founder @ Aggregate Intellect

Amir Feizpour is the founder, CEO, and Chief Scientist at Aggregate Intellect building a generative business brain for service and science based companies. Amir has built and grown a global community of 5000+ AI practitioners and researchers gathered around topics in AI research, engineering, product development, and responsibility. Prior to this, Amir was an NLP Product Lead at Royal Bank of Canada. Amir held a research position at University of Oxford conducting experiments on quantum computing resulting in high profile publications and patents. Amir holds a PhD in Physics from University of Toronto. Amir also serves the AI ecosystem as an advisor at MaRS Discovery District, works with several startups as fractional chief AI officer, and engages with a wide range of community audiences (business executives to hands-on developers) through training and educational programs. Amir leads Aggregate Intellect’s R&D via several academic collaborations.

J Nicholas Tolson

Founder @ Razzo AI

J. Nicholas Tolson is the founder of Razzo AI, where he helps B2B sales and marketing teams move from sporadic AI experimentation to systematic, revenue-driving adoption. A former founder and executive across SaaS, DTC, and agency environments, he has led teams as CEO, CMO, CTO, and CRO, translating between technical and commercial functions to drive growth. Nicholas specializes in practical AI training, sales enablement, and building context-driven systems that turn AI into a repeatable competitive advantage.

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