Sentinel X · AI Co-Founder at Barlo

Jonathan Martinez

Sentinel-X Workshop: Designing Barlo’s MVP With an AI Co-Founder

1. Project Overview

This was a two-hour strategic workshop using a purpose-built GPT named Sentinel-X, an emotionally intelligent AI co-founder designed to help structure early product decisions. The goal? Use AI to clarify, accelerate, and emotionally validate Barlo’s MVP direction. The GPT was built in minutes using Sentinel-16's framework, and the workshop outputs were compiled into a live, running design doc.

2. The Backstory

Barlo was born from a deep desire to solve an all-too-familiar pain: freelancers struggling to get paid what they’re worth. The vision was there — a barter-based skill exchange — but the path was still forming. Traditional UX work is slow. Feedback loops are long. Founders can get lost in the fog of vision vs. execution. That’s where Sentinel-X came in.
There was a moment of clarity: “If feedback loops are the bottleneck in UX, what happens when you make those loops instant, context-aware, and emotionally intelligent?”

3. The Process

The workshop was designed to be deep and fast — nine carefully crafted, open-ended questions prompted by Sentinel-X, each designed to surface hidden assumptions, emotional drivers, and product tensions.
Key highlights from the process:
Sentinel-X wasn’t just reactive — it facilitated. It asked sharp, expansive questions, gave feedback, and offered visual prompts.
All outputs were documented. The founder saved every response, including Sentinel-X’s replies, preserving the “thinking out loud” dynamic.
Clarity through conversation. Rather than long-form UX reports, this was expert-to-expert brainstorming in motion. It felt natural — like working with a trusted collaborator.

4. Core Design Decisions & Philosophy

The most important shift was reframing Barlo as a connection-first platform, not just a trade tool. The founder realized that bartering works best within networks of trust — first-degree and second-degree connections. That insight sparked a clearer definition of Barlo’s social graph features.
Philosophically, the design of Sentinel-X was also intentional:
“It doesn’t push back. It expands your thinking. It challenges you in a way that feels like support.”
This is the core of the compassionate AI design philosophy behind Sentinel-16 and Sentinel-X — emotionally intelligent systems that feel like they’re on your side, even when they’re pushing you deeper.

5. Outcomes & Impact

While it didn’t radically shift Barlo’s trajectory, the session sharpened its focus and accelerated progress:
Defined MVP scope with crystal clarity.
Validated network-based trust features (e.g. degrees of connection, mutuals).
Created live research artifacts that teach others how to prompt, think, and build with AI.
Most importantly, it proved that:
“You don’t need to wait for feedback anymore. If you design your AI correctly, you can get emotionally aware feedback loops instantly.”

6. A Repeatable Framework for Strategy Sprints

This wasn’t just a one-off success — it laid the foundation for a new type of strategy workshop: fast, emotionally intelligent, AI-driven sprints that founders can replicate.
Repeatable elements:
A curated sequence of 9 expansive prompts
A co-designed GPT grounded in founder values
A documented interaction flow preserving every response
A follow-up prompt sheet that reverse-engineers the founder’s thinking

7. Key Takeaways

Compassionate AI isn’t soft — it’s sharp with care. It can guide, provoke, and support without overwhelming.
Bartering isn’t just about trade — it’s about trust and proximity. Networks matter more than features.
AI as a co-founder works — if it reflects your values. Sentinel-X didn’t just answer questions; it helped the founder think.
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Posted Mar 28, 2025

Led a 2-hour GPT-powered UX strategy & design dash-style workshop using my custom GPT, Sentinel-X.

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Timeline

Mar 25, 2025 - Mar 25, 2025

Clients

JM The Creative

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