Skip to main content

Optimum Partners

  • Insights
    • Platform

      Mustang

      Workspaces

      Engineering

      Live

      The Tester

      The Architect

      The Keeper

      Procurement

      Live

      The Controller

      Coming Soon

      In Build

      Growth & Customer Experience

      Marketing

      Your company's AI operating system.

Optimum Partners at TAG's //SHIFT: AI Summit

Linkedin
x
x

Optimum Partners at TAG's //SHIFT: AI Summit

Publish date

Publish date

Proving AI can do something has gotten easy. Deciding whether it earns a permanent place in the business is the harder call.

A Stage Built for the Hard Questions

Optimum Partners joined the Technology Association of Georgia in Atlanta for the organisation’s first //SHIFT: AI Summit, where Joe Sticca, Optimum’s CEO Americas, and Roj Reed, Founder & Principal of Modern Leverage, took the stage for “Operationalizing AI: Making AI Work Across the Organization,” part of the day’s USE IT track. Edilsa Giron-LeGrier, Chief AI Compliance, Security, and Special Programs Officer at AI InnoVision, moderated the conversation.

These are the questions Optimum Partners hears from clients every day, and the ones the panel kept coming back to:

•Who owns the outcome?
•What happens when the system gets something wrong?
•How much human checking does it still need?
•What does one completed run actually cost?
•And does the process work better once AI is added, or has it just gained another layer to manage?

Joe Sticca, CEO of Optimum Partners Americas, said:

“Companies are getting much better at proving that AI can do something. The harder part is deciding whether it deserves a place in the operation.”

Joe continued:

“Before I’d put an AI workflow into production, I’d want to know who owns the outcome, what happens when it gets something wrong, how much human checking it still needs, what one completed run actually costs, and whether the process works better after AI is added, or we just added another layer to manage.”

 

Conversations That Continue Past the Stage

These are the same conversations shaping Optimum Partners’ client work day to day, and the ones behind how the team builds Mustang, its AI OS platform. Getting a system to produce an answer is one milestone. Getting it to hold up once real accountability and real cost are attached to it is another, and it’s usually where the gap between pilot and production opens up.

Optimum Partners is grateful to the TAG team for putting together a strong first //SHIFT, and to Roj Reed and Edilsa Giron-LeGrier for a conversation worth having on stage.

Talk to Us

Working through the same questions inside your own organisation?

Related Insights

The End of Instant Answers: Why 2026 is the Year of "Inference-Time Compute” (System 2 AI)

As we enter 2026, we are hitting the limits of what "Next Token Prediction" can achieve in enterprise environments. We have built models that are incredibly fluent—they speak well—but structurally shallow. They struggle to plan, they fail at causal reasoning, and they hallucinate when the pattern breaks.

Who Owns Your AI’s Brain? The Case for the Cognitive Asset

For the last two decades, a company’s technical value was measured by its codebase. The lines of code in your repository were the asset; they represented the crystallized logic of your business. But in 2026, where generative models can synthesize boilerplate, refactor functions, and even architect microservices in seconds, the code itself is becoming ephemeral. It is a commodity.

Working on something similar?​

We’ve helped teams ship smarter in AI, DevOps, product, and more. Let’s talk.

Stay Ahead of the Curve in Tech & AI!

Actionable insights across AI, DevOps, Product, Security & more