The 30-Second Story

"A cybersecurity expert from oil and gas who's lived through digital transformation gaps, partnering with a Navy veteran full-stack developer who's bridged military procurement and AI development—both Hispanic, both intimately familiar with the exact problem they're solving: businesses that don't understand their tech ecosystem, their data, or how to automate securely. They're not theorizing about the problem. They've lived it, studied it, and built the solution."

ME

Marisabel Escalona

The Operations & Security Architect
Co-Founder, 85% Equity

Professional Background

Current: Cybersecurity Analyst | Former COO, CyberPoint Advisories (Houston, Texas)

Core Expertise

  • Cybersecurity: IoT & OT security
  • Data integration
  • Operations Leadership (COO)
  • Organizational management

Industry Specialization

  • Oil & gas procurement
  • Onshore/offshore operations (Latin America)
  • AI Implementation workflows
  • Process optimization

Standards & Community

  • ISA (Instrumentation Standards) volunteer
  • Latinas in Tech (active member)
  • Latinas in Cyber (active member)
  • WICS (Women in Cyber Security)

Why Marisabel Is Uniquely Positioned

She's Lived the Problem

Throughout her career in oil and gas and cybersecurity, Marisabel has witnessed firsthand:

  • Businesses operating without understanding their tech ecosystem
  • Companies collecting data but not knowing what data they produce, let alone their metadata
  • Organizations implementing technology without clear SOPs
  • Cybersecurity being ignored until something catastrophic happens
  • The gap between "knowing we need to automate" and "knowing WHAT to automate"

She Understands Operations AND Technology

  • Not just a technologist who understands theory
  • Managed operations as COO—she knows how businesses actually function
  • Can speak to: engineers, sales teams, executives, finance, procurement, legal
  • Understands the intersection of IoT, OT, data security, and business processes

Her Competitive Edge

  • Rare combination: Cybersecurity + operations leadership + AI implementation + industry specialization
  • Business fluency: Can work with technical teams AND C-suite executives
  • Cultural competence: Hispanic woman who's navigated Anglo-dominated tech circles
  • Security-first mindset: Every implementation considers cybersecurity from day one
  • Latina woman in tech leadership: Represents exactly who's missing from AI development circles

What This Means for 1AQuantum

Marisabel brings the operations expertise that most AI consultants lack. She doesn't just understand technology—she understands how businesses operate, how departments interact, how data flows through organizations, and how to secure it all.

Most importantly: She's identified the exact problem through years of direct observation—businesses lack organic knowledge of their tech ecosystem, don't understand their data streams, operate without clear SOPs, and don't address cybersecurity. She's not solving a theoretical problem. She's solving the problem she's witnessed destroy competitive advantage across dozens of businesses.

J

Juan [Last Name]

The Development & Integration Architect
Co-Founder, 15% Equity

Professional Background

Military Service

  • U.S. Navy Veteran (Medic)
  • U.S. Army: Purchasing Agent
  • U.S. Army: Contracting Representative
  • U.S. Air Force: Program Analyst

Technical Expertise

  • Full Stack Developer
  • Data Analyst
  • Business intelligence
  • Data pipeline design

Industry Consulting

  • Finance & Insurance
  • Oil & gas sector
  • Military sector
  • Government contracting
Veteran Status: Disabled veteran (opens government contracting set-asides)

Why Juan Is Uniquely Positioned

He Bridges Multiple Worlds

  • Military discipline + civilian business understanding
  • Government contracting + private sector consulting
  • Technical development + financial analysis
  • Theory + practical implementation

He Understands Procurement and Contracting

As a Purchasing Agent and Contracting Representative in the Army, Juan knows:

  • How organizations evaluate vendors
  • What procurement officers need to see in proposals
  • How to structure contracts and scopes of work
  • Government compliance and documentation requirements
  • Risk assessment from the buyer's perspective

His Competitive Edge

  • Veteran-owned status: Opens government contracting opportunities (federal set-asides, veteran preference)
  • Technical + business fluency: Can code AND present to executives
  • Hands-on implementation experience: Not just theoretical knowledge
  • Hispanic veteran: Represents underrepresented demographic in tech entrepreneurship
  • Government experience: Credibility with public sector clients

What This Means for 1AQuantum

Juan brings the technical execution and systems thinking that make Marisabel's operational insights actionable. He can build, integrate, and support the AI implementations that 1AQuantum deploys.

His government contracting experience means 1AQuantum can credibly pursue public sector contracts—a massive market that many AI consultants can't access. His veteran status provides competitive advantages in procurement (set-asides, preferences, credibility).

Most importantly: He understands both the technology AND the business side—a rare combination that allows him to partner with Marisabel's operations expertise to deliver complete solutions.

The Power of the Partnership: Why This Combination Is Rare

Marisabel's Strengths Juan's Strengths Combined Power
Cybersecurity expertise Full-stack development Secure AI implementation
Operations leadership (COO) Program analysis Business + technical execution
Oil & gas industry depth Military/gov consulting Cross-industry credibility
IoT/OT security Data analytics End-to-end data security
Process optimization System integration Workflow automation that works
Latina woman in tech Hispanic disabled veteran Diverse perspectives + procurement advantages
Community advocate Government contracting Cultural competence + federal access

Why This Matters for Investors

1

Personally Experienced the Problem

Not consultants who studied AI in a lab. They've worked with businesses struggling with AI adoption. They've seen the gaps: lack of SOPs, data chaos, cybersecurity ignorance. They've created internal AI tools to learn how to implement them.

2

Exact Combination Needed

Marisabel: Identifies WHAT to automate (operations, security, workflows)
Juan: Builds HOW to automate (development, integration, data)
Together: Can speak to ANY department

3

Represent the Community

Both Hispanic: Cultural competence is authentic, not learned
Marisabel: Latina woman navigating tech—she IS the representation gap
Juan: Hispanic veteran—understands military discipline + community advocacy

4

Research & Hands-On Validation

Studied AI adoption failures and successes. Created internal tools to understand implementation challenges. Worked with initial businesses to test methodologies. Built knowledge base BEFORE seeking funding.

5

Competitive Advantages Beyond Expertise

Veteran-owned: Federal contracting set-asides
Hispanic-owned, woman-owned: Diverse supplier programs
50/50 partnership: Gender equity
Community connections: Built-in networks

Their Key Insight: The Triple Gap

Through years of observation and direct experience, Marisabel and Juan have identified that businesses are failing at AI adoption because of three converging gaps:

#1

Process Blindness

Businesses don't have clear SOPs. They don't understand their own workflows. They can't articulate what they do, so they can't automate it.

Marisabel's Experience:

As COO, she's seen organizations operate for years without documenting processes. Everyone knows "how we do things," but nobody can explain it clearly enough to optimize or automate.

Juan's Experience:

As a Program Analyst, he's seen the difference between organizations with clear processes (military) and those without (many private sector clients). The former can adopt technology rapidly; the latter struggle.

#2

Data Illiteracy

Businesses don't understand what data they produce. They collect information but don't recognize it as data. They certainly don't understand their metadata or how to use it strategically.

Marisabel's Experience:

In oil & gas and cybersecurity, she's seen organizations sitting on goldmines of operational data but treating it like paperwork. They don't connect "what we track" to "what we could optimize."

Juan's Experience:

As a data analyst, he's worked with businesses that have years of data but no strategy. They know they "should use data" but don't know what questions to ask or what problems to solve.

#3

Security Ignorance

Businesses don't address cybersecurity until something catastrophic happens. They implement AI tools without considering data security, access controls, or compliance.

Marisabel's Experience:

As a cybersecurity analyst, she's responded to incidents that could have been prevented with basic security hygiene. Businesses don't understand the threat landscape until they're breached.

Juan's Experience:

Working with military and government clients, he's seen the stark contrast between organizations that take security seriously (military) and those that treat it as an afterthought (many small businesses).

The 1AQuantum Solution

Marisabel and Juan built 1AQuantum to address all three gaps simultaneously:

  1. Process Discovery: Map workflows, create SOPs, identify automation opportunities
  2. Data Strategy: Inventory data sources, establish data contracts, unlock value
  3. Security-First Implementation: Every AI deployment includes cybersecurity from day one

They're not just AI consultants. They're operations experts who happen to use AI as a tool to solve workflow, data, and security problems.

Why This Team Will Win

Most AI consultants are technologists who learned business.

Marisabel and Juan are business operators who learned AI.

They understand operations first, technology second. They speak the language of executives, finance teams, procurement officers, and engineers. They've worked across industries, across sectors (public and private), and across cultures.

They're not selling AI because it's trendy. They're using AI to solve the specific problems they've witnessed across years of direct experience: process chaos, data ignorance, and security negligence.

And they're doing it for the community they're part of—Hispanic business owners in Houston who are losing an invisible competitive battle.

This is the team that bridges the GenAI Divide. This is the team that protects $17 billion in community wealth. This is the investment.