Founder

Sergio Beltran

Cook to kitchen manager to general manager to multi-location operations director, then the operator who built this fractional executive bench by shipping it. The credential is the work.

Background

Operations first, technology second.

I started as a cook. Not as a consultant, not as a strategist, as someone learning the business from the most fundamental level. Over the years, I worked my way up through every role: line cook, kitchen manager, general manager, and eventually Director of Operations and Development for multi-location restaurant chains. Along the way I picked up construction management, human resources, and the operational systems that make or break a service business.

This was not just about restaurants. It was about understanding how businesses actually work day to day, the daily challenges, the bottlenecks, the inefficiencies, and the human element that technology often overlooks. Successful operations are not about the fanciest systems. They are about having the right systems that solve real problems.

I studied Business Administration with a minor in Law in Mexico, which gave me the strategic and legal foundation to understand business from multiple angles. The real education came from the field. Managing teams, optimizing processes, scaling operations, and solving problems no textbook covered.

When AI tools matured to the point where an operator could build with them directly, I saw something others missed. AI was not just for tech companies. It was the right shape for the operational challenges I had been solving by hand for two decades. Inventory management, scheduling, customer service, lead generation, process automation. Same problems, sharper tools.

I did not learn this in a classroom. I learned it the only way an operator can: by shipping with it. While others were collecting certificates, I built the actual operating bench, the operators, the runbooks, the audit log, the workflows that solve the problems I had been solving by hand for two decades. You are reading the proof of work right now. Every operator that runs this site, every skill in the catalog, every line of the audit trail, I designed.

My motivation is personal. Three kids. I want to build a foundation for their education that goes beyond the traditional school model and show them the future belongs to people who embrace new tools, stay curious, and never stop learning.

Today, as founder of Pilon Qubit Ventures, I help businesses run marketing, sales, and operations as one coordinated function instead of three vendors. The bench works for founders who need senior capacity without senior payroll. Based in San Antonio, Texas, serving the United States and bilingual where it helps.

How the bench operates

Four things that hold under pressure.

Every engagement runs the same way. The shape of the work changes. The operating model does not.

Brief first

Every piece of work starts with a written brief and success criteria you can hold us to. No vibes, no scope creep.

Named owner

A specific operator owns the work end to end. You see who they are. You read what they shipped on the way in.

Review gate

Every output passes a human review pass before it leaves the building. Both names go on the deliverable so accountability is named, not implied.

Audit trail

Every action, every decision, every output is logged. The ledger is yours to read. So is your buyer’s when they ask.

Engagement patterns

Five shapes of work the bench has shipped.

Outcomes are intentionally directional. The operating economics shift over time. The patterns hold.

PATTERN 01

Multi-location operations playbook

A full operating layer for multi-location service businesses: predictive inventory, demand-driven scheduling, and same-shift customer feedback wired into systems already on the floor.

The challenge

Multi-location operators run on gut-feel decisions. Waste compounds, schedules lag demand, and customer feedback arrives a week late, after the patron already left a review.

The solution

An operating layer that predicts inventory from demand patterns, matches staff coverage to the same signal, and surfaces customer feedback the same shift it happens. Replaces tribal knowledge with systems that hold up under labor crunches and cost pressure.

Directional outcomes

  • Materially reduced waste through predictive inventory
  • Tighter staff coverage matched to real demand patterns
  • Customer feedback acted on the same shift, not the same week
  • Scales to additional locations without proportional admin overhead
PATTERN 02

Marketing operations for service businesses

End-to-end marketing operations for businesses where every inbound call or form fill is a potential job: capture, qualify, converse, book, all logged against the existing CRM.

The challenge

Service businesses lose most of their inbound leads to slow response times, manual follow-up, and no way to qualify a lead at the speed of their ad spend.

The solution

A coordinated capture and qualification system across every channel, with bilingual conversation when it helps, calendar booking on the same surface, and the full conversation written back to the CRM.

Directional outcomes

  • Substantial lift in qualified-lead volume
  • Material improvement in lead-to-customer conversion
  • Response time compressed from hours to seconds
  • Predictable monthly revenue gain from a single coordinated function
PATTERN 03

Conversion-optimized website for professional services

A modern web application engineered for SEO and conversion from the first commit, with a client portal that automates intake, scheduling, document hand-off, and payment.

The challenge

Professional services firms running on outdated sites that produce a trickle of leads, no online booking, and onboarding that consumes principal time.

The solution

A purpose-built application with SEO-architected page structure, conversion-focused design choices grounded in current research, and a client portal that handles the first stretch of onboarding without partner attention.

Directional outcomes

  • Order-of-magnitude increase in monthly leads
  • Multiple-fold improvement in conversion rate
  • Cost per lead dramatically lower than manual channels
  • Most of client onboarding automated, principal time freed
PATTERN 04

Multi-touch attribution for e-commerce

Analytics plus multi-touch attribution plus custom dashboards built so operators can see which channels actually drive profitable revenue, not just clicks the ad platform took credit for.

The challenge

E-commerce teams allocating budget against last-click attribution, no visibility into the full customer journey, and ad-platform reporting that does not reconcile with what landed in the cart.

The solution

Multi-touch attribution wired across every paid and organic channel, integrated with the CRM and ad platforms, surfaced through dashboards that close the gap between marketing-spend reality and reported ROAS.

Directional outcomes

  • Significant marketing ROI gain from reallocating against real attribution
  • Material reduction in blended customer acquisition cost
  • Underperforming channels identified and pruned with confidence
  • Same budget, more revenue, with the math to defend it
PATTERN 05

AI-assisted support for B2B SaaS

A retrieval-grounded support assistant trained on company documentation, product docs, and past tickets. Cites its sources, integrates with the existing helpdesk and CRM, and escalates only what genuinely needs a human.

The challenge

B2B SaaS support teams drowning in tickets, multi-hour response times, declining CSAT, and the only proposed fix being more headcount.

The solution

A retrieval-grounded assistant that resolves the majority of tickets without human escalation, troubleshoots against cited internal sources, and routes only the genuinely complex cases to a human queue.

Directional outcomes

  • Majority of tickets resolved without human intervention
  • Response time compressed from hours to seconds
  • Material CSAT improvement on the fastest-touched cases
  • Net new support hires avoided while volume continued to grow

Connect

Talk through the fit.

Whether you are exploring a fractional executive bench, a partnership, or want to compare notes on operating with AI, send a brief or run the free audit first. The audit is the proof asset.