Agentic operations·AI agents·Systems that execute
Johann
Valderrama
I recover the time and money your operation is costing you, with a system of AI agents that do the work. Not a chatbot that advises: systems that grow and adapt to your operation.
How long does it take for a report you requested today to reach you? Free assessment: in 2 minutes I'll show you where to start.
Operations that run themselves100% remote since 2020
Johann Valderrama · Agentic operations
Point of view
You ask for a report and it arrives a week later. It is not that your team is slow: someone has to open three tools that do not talk to each other, pull the data by hand and build the report. By the time you read it, the decision has passed. You do not need another tool, you need a system to do that work.
- Team
- 4 specialists · 5 regions
- Availability
- 100% remote · Bogotá (GMT-5)
- Sector
- Oil & Gas · Energy
About
I know what to automate, and in what order.
For over 11 years I worked inside real operations: reports, templates, forms, and decisions that could not wait. I lived it from the inside, which is why I know what can be automated and in what order. Today I build AI agents and systems that do that operational work. Your team understands the system running your business. Nothing runs blind.
Project Controls
- Control Integrado
- EVM
- Cronogramas
- Control de Costos
- Power BI
- MS Project
- Primavera P6
- Planview
- Salesforce
AI & Agentic operations
- Soluciones de Automatización a Medida
- Agentes de IA (servicio · Q&A · predictivos)
- Analítica Predictiva de Proyectos
- Integración WhatsApp / Telegram
- Automatización de Procesos
- Ingeniería de Prompts
Built with
- Claude Code
- Codex
- Gemini
- APIs / OpenRouter
- n8n
Sectors
- Oil & Gas
- Energía
- Infraestructura
- Portafolios Multiproyecto
Services
Go from running your business to leading it.
You know you need it. You just don't know where to start. Let's start there.
Your operation is not held back by missing software. It is held back by the manual work that keeps it running: reports, forms, and emails someone puts together by hand. Let's automate that work and activate the data you've already archived, so you can spend your time deciding where to go.
Efficiency is the floor, not the ceiling: with the same data I automate, I find where your next growth is.
Custom automation
I turn manual reports, forms, and follow-ups into processes that run on their own.
Dead data → prediction
I take the history your company already has and turn it into models that predict dates, deadlines, and likelihood of meeting them.
AI agents
Service, Q&A, and predictive assistants integrated with WhatsApp or Telegram that respond and guide 24/7. No black boxes: you see what each agent does and your team stays in control.
For SMBs that couldn't afford automation before, and for large enterprises that need to wake up dormant databases.
I cover the full cycle: from diagnosis to automation, until your operation runs on its own.
Content
Case studies, automations, and field notes.
What I've built and what I think about agentic operations, automation, and AI agents.
Post-quantum cybersecurity
What they steal today, they'll decrypt tomorrow.
It's not alarmism: Google is migrating all of its cryptography to post-quantum by 2029, because of “store-now-decrypt-later” attacks. We secure your data before quantum computing breaks today's encryption.
20M → 100,000
The qubits needed to break today's encryption were estimated at 20 million in 2019. Today, at 100,000. The window isn't shrinking. It's collapsing.
- At the source · where it's created
- In transit · while it moves
- At rest · where it's stored
9 out of 10 companies still have no plan for this.
Diagnosis, strategy, and technical implementation, a single coordinated process, end to end.
Book a cybersecurity sessionPortfolio
Proof, not promises.
Every capability I list has a real demonstration and a verifiable credential. No empty promises.
2026
I turn project schedules into prediction and decisions, with custom-built software.
I design and build the whole product: I read MS Project schedules, compute real progress, predict delays with machine learning, and let an assistant answer schedule questions in plain language.
Prueba:
Frequently asked questions
What people ask me most.
- What does Johann Valderrama do?
- He automates your business’s repetitive work (reports, forms, follow-ups) with data and AI, so your team gets back to deciding, creating, and serving.
- Who does he help?
- Small and mid-size business owners who know automation and AI could help them but don’t know where to start.
- What’s the first step to work together?
- A 15-minute call, no pitch. You leave with a clear first step on the operational bottleneck that’s costing you the most today.
- What results has he achieved?
- On his last portfolio: 83% less reporting time, across 815 projects and USD 86M in managed capital. 11 years in project operations (Project Controls in Oil & Gas and Energy), today automating operations with AI agents.
- Does this work for a small company?
- Yes. The same control-and-automation method he used on large portfolios applies at your company’s scale, starting with whatever hurts most.
- Does he work remotely?
- Yes, 100% remote since 2020, running large operations without losing control or level of responsibility.
Connect
Choose how we connect.
Do you know automation and AI could help you, but between the day-to-day you don't know where to start? That's completely normal. We start with whatever's costing you the most today, and in 15 minutes you'll have a clear first step.
I can hold a spot on my calendar or take your question in writing. You set the pace.
No sales pitch: in 15 minutes you'll leave knowing whether this is for you, or not.