I build revenue systems that scale.
My background spans sales, GTM operations, AI automation, and large-scale process design — giving me a unique ability to see the whole revenue engine, not just one part of it.

Today, I specialize in:
• Salesforce and CRM architecture
• GTM workflow optimization
• Automation design (LLMs, Zapier, internal tools)
• Cross-functional alignment across Sales, Legal, Support, Ops, and Marketing
• Turning inconsistent processes into predictable, repeatable systems

At NST, I rebuilt the revenue operating structure by automating a 48-step closed-won workflow, eliminating 98% of manual work, and creating unified PMO workspaces across every department. I coach a team of Regional Account Managers, streamline cross-team handoffs, and design systems that turn operational chaos into clarity and measurable growth.

I also run Morning Byte, where I apply the same RevOps mindset to help entrepreneurs and small businesses automate their GTM operations and build AI-powered engines that save time, tighten execution, and improve decision-making.

What drives me is simple:
Make operations faster, make decisions clearer, and make growth scalable.

Let’s scale together!

Keith R.

To every SDR, AE, AM, and CSM I’ve worked with over the years, this is for you.

**Read the whole thing and then connect with me. I'd love to teach you how to get ahead.**

AI is shifting the economics of knowledge work and you have a pivotal opportunity to launch your career further than ever before. 

The cost of access to intelligence is collapsing.
The cost of building is collapsing.
Execution is compressing.

What isn’t?

The cost of understanding customers.

If you’ve been in sales long enough, you’ve felt it.
You’re hired to simplify complexity.
To break down problems.
To make it easy for someone to say yes.

But you don’t control the system you work inside.
You inherit it.

And sometimes that system is messy:
Data wrong.
Handoffs unclear.
Deals stalling for reasons no one can see.

I’ve been there, so many times.

So in 2023 I decided to learn how AI systems actually work.
I built something from scratch.

Morning Byte was my GTM lab, a daily AI-driven engine I created to turn complex market insights into structured outputs. It generated revenue. We had a podcast. That’s where I learned to think within LLM systems and how early adopters were leveraging this early. 

What are they keys?
Structure knowledge.
Automate intent.
Design consistent leverage.

But, then I paused it.
I wanted to test those skills in the real world.
So I went to a traditional industry that wasn't tech savvy.

What I found wasn’t a sales problem.
It was a systems problem. It blew my mind and I knew exactly how leading revenue teams organized the back end.

So I built.

Salesforce architecture.
Cross-team workflows.
Post-sales automation.

Not because I’m an engineer.

Because I understood the customer journey.
Because I could hear the friction.
Because I knew what reps actually needed to get verbal commits, and close more deals.

And it taught me something. It made me realize that we're in a time where system and process is functionally buildable and accessible, but the quality of the outcome is directly related to the intention of the builder. 

AI reduces the cost of access to knowledge work.
It does not reduce the cost of thinking.

It lowers the barrier to building.
It compresses execution.

But it does not reduce the cost of intention, clarity, or character.

That’s the part most sellers are missing.

You speak to customers daily.
You hear objections.
You see edge cases.
You understand nuance that technical teams don’t always see firsthand.

If you can translate that into system design, by golly you got leverage.

Not just communication.
Not just closing.
True system definition.

Can you clearly define:
• the outcome
• the context
• the states
• the edge cases
• what “done” actually means

This is your opportunity.

Not to compete with engineers.

But to become system designers who understand customers better than anyone else in the building.

Go build. You have a unique opportunity to make an impact.

Keith R. Andrade

Sales Operations Manager | GTM & Sales Systems | CRM cleanup | Sales Process Automations | AI Workflows

Vermilion Ventures

Portfolio Manager

CAIS

Product Manager

U.S. Bank

Product Manager, Assistant Vice President

Product Operations Manager

Product Operations Analyst

Product Operations Specialist

State Farm ®

Sales Associate

AG Interactive, Inc.

QA Analyst

Product Manager with 10 years in capital markets tech, optimizing user-centric solutions and operational efficiency. Currently an MBA Candidate and algo-trader deploying models grounded in technical analysis, machine learning, and automation.

Kevin Roberg

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