AI automation
Turn documents, approvals and repetitive tasks into workflows your team can supervise.
What we can build
- Document reading and field extraction
- Approval rules, alerts, and hand-offs
- Answers grounded in internal documents

Forward Deployed Engineer and artificial intelligence consultant
Your team loses hours copying data, building reports and answering the same questions. I turn that manual work into software and AI agents so your company operates faster, makes fewer mistakes and produces more with the same team.





Services
From connecting your tools to building custom software. Every project starts with a specific problem.
Turn documents, approvals and repetitive tasks into workflows your team can supervise.
What we can build
Answer questions and coordinate actions with agents connected to your knowledge and tools.
What we can build
Turn scattered data into clear metrics, useful reports and alerts for timely decisions.
What we can build
Build the CRM, portal or internal tool that fits the way your company works.
What we can build
Connect your systems so information flows without copying the same data again and again.
What we can build
Help your website explain your offer and answer what your customers are searching for.
What we can build
A consultancy that takes AI from use case to production, with no pilots stuck at the demo stage. It prioritizes where AI makes sense, builds the system or agent that solves it, and leaves it running with monitoring, under the company team's control.
A technology startup. I handle organic growth and the understanding of the product: what it does, who it is for and why anyone would pick it. The two hold each other up — you cannot grow what you do not understand.
Support for the research office of Fundación Universitaria Comfamiliar Risaralda so technology projects start well structured: a written scope, a decided architecture and deliverables with dates, with hands-on technical support for the teams that run them.
Workflows that read documents and extract data, move approvals, alert on time and answer with the company's internal knowledge. The team stops sorting and chasing tasks by hand and focuses on what actually needs judgment.
Software built to the measure of the business: CRM, quoting and internal portals, inventory, purchasing and assets, and financial and operational modules. Every tool reflects how the company works today, integrates with what already exists and gets adopted fast because it removes work instead of adding it.
Information living in spreadsheets, paper and chats moves to one place and reaches whoever needs it, when they need it. Tools connected through APIs and data turned into dashboards and reports that update themselves.
Scattered data turned into answers with AI models suited to the case: automatic summaries, alerts when something drifts from normal, and direct answers to plain-language questions, with no reports built by hand.
Agents that run projects and processes autonomously inside the company: they handle support, back up sales and close cases end to end, connected to the CRM, email and chat. With written limits on what it decides alone, evaluation before each release and a log of every action.
| Before | After |
|---|---|
| Quoting means finding prices, checking discounts and waiting for approvals across several people. | The system gathers the rules and leaves the quote ready to review in fewer steps. |
| The company buys too much or too little because inventory lives across sheets, messages and outdated counts. | Each movement updates one source and the team buys using the latest available figure. |
| The team checks invoices one by one and decides manually whom to follow up with first. | Overdue invoices are ordered by amount and age, and reminders are prepared automatically. |
Lead global technological transformation. Multiply the potential of companies and build teams to solve challenges at world scale.
Master engineering, technology, finance, and negotiation to create global-scale companies that transform how things are done.
He identifies the process taking the most time from your team and turns it into software or AI agents that reduce manual work, errors and delays.
Processes such as quoting, reporting, inventory, sales follow-up, customer support, document processing and data integration between systems.
First, the process slowing the team down, the available data and the expected result are reviewed. Then a concrete solution and its success criteria are defined.
It depends on the scope, data and integrations. After reviewing the case, the cost, stages and schedule are agreed before building.
Yes. He can work remotely with teams in other countries, on agreed schedules and with regular progress reviews.