building generations, not quarters.

you built it. let’s compound it with ai. lo construiste. escalémoslo con ia.

intelligence has mass. atoms below, agents above. intelligence has mass. atoms below, agents above.

i audit, implement and deploy — from first diagnosis to full agent systems. for latam owners who plan for generations. audito. implemento. despliego. del diagnóstico al sistema de agentes. para empresarios que planean para generaciones.

2 ×
exits · m&a + sale exits · m&a + sale
$15m+
raised + advised raised + advised
7+
accelerators + growth programs accelerators + growth programs
forbes.
listed 2021 · 2023 · 2025 listed 2021 · 2023 · 2025
— programs · companies built · companies advised — programs · companies built · companies advised
techstars
seedstars
startup chile
utec ventures
startup perú
anii
emprende up
cemex ventures
capece
mercury
partrunner
olva courier
aimo
urbaner
syntropia
— syntropia · multi-agent swarm in real markets · jan–apr 2026 · net of fees — syntropia · multi-agent swarm in real markets · jan–apr 2026 · net of fees
sharpe2.81 sortino4.62 max dd−4.8% calmar5.71
full case → full case →
01 — manifesto read first léelo primero

legacy, compounded. legado, en producción.

you built it without ai.

now you build with it.

the rules just changed.

lo construiste sin ia.

ahora construyes con ella.

las reglas acaban de cambiar.

read the full manifesto · 5 movements leer manifesto completo · 5 movimientos
02 — fit read carefully read carefully

this is for owners who recognize themselves here. this is for owners who recognize themselves here.

three patterns i see in every $5m–$25m operation i audit: three patterns i see in every $5m–$25m operation i audit:

  • your data exists, but it isn’t doing work. your data exists, but it isn’t doing work.
  • middle management is doing what agents should do. middle management is doing what agents should do.
  • the tools that scaled you to $5m won’t scale you to $25m. the tools that scaled you to $5m won’t scale you to $25m.

if you want to compound, not maintain — let’s talk. if you want to compound, not maintain — let’s talk.

craft over outcome. craft over outcome.

03 — the method 03 — el método

audit. implement. deploy. audito. implemento. despliego.

— philosophy before execution. — philosophy before execution.

04 — cases skin in the game skin in the game

i build, then i sell criteria. construí. ahora vendo criterio.

aimo.co
exit · m&a exit · m&a
data + automation for cloud kitchens. built it. scaled it. exited via m&a. techstars boulder ’22. data + automation for cloud kitchens. built it. scaled it. exited via m&a. techstars boulder ’22.
stage exited exited
sector sector cloud kitchens · data cloud kitchens · data
market mercado latam · 5 países
urbaner.com
operating · 2015 → operating · 2015 →
logistics software operating across 5 countries. enterprise deal with ransa (2025). the company i still run. logistics software operating across 5 countries. enterprise deal with ransa (2025). the company i still run.
stage live
sector sector logistics · saas logistics · saas
since 2015
syntropia
proof of life · live proof of life · live
128 agents deliberating in parallel over gold, us equities, global indices and crypto. they don’t predict — they converge. proof that what i build for clients runs in mine first. 128 agents deliberating in parallel over gold, us equities, global indices and crypto. they don’t predict — they converge. proof that what i build for clients runs in mine first.
aphorism aphorism markets move in light · we move at the same speed. markets move in light · we move at the same speed.
verticals verticals fund · swarm · academy
role founder · operator founder · operador
— live performance · jan — apr 2026 · 4 months net of fees — live performance · jan — apr 2026 · 4 months net of fees
sharpe ttm 2.81 spx 0.87 · btc 1.24
sortino ttm 4.62 spx 1.18 · btc 1.85
max dd ttm −4.8% spx −10.2% · btc −31.4%
calmar ttm 5.71 spx 0.93 · btc 1.42

references on request · across pe · cl · co · mx · us references on request · across pe · cl · co · mx · us

ask for references → ask for references →

if intelligence has mass · here is how i ship it. if intelligence has mass · here is how i ship it.

05 — services build. ship. operate. construir. desplegar. operar.

three ways i show up. plus side practices. tres formas de trabajar conmigo. y prácticas paralelas.

01 — ai consulting — consultoría de ia

the diagnosis. the diagnosis.

stop talking ai. start shipping it. deja de hablar de ia. empieza a desplegarla.

  • i audit your ops. audito tus operaciones.
  • i build the systems. construyo los sistemas.
  • i implement what works. you operate it. implemento lo que funciona. tú lo operas.
02 ★ ai agent development ★ desarrollo de agentes ia

the engine. the engine.

ship agents. not slides. despliega agentes. no slides.

  • i don’t just build agents for clients — i operate my own multi-agent swarm in real financial markets (syntropia). proof of life, not a deck. i don’t just build agents for clients — i operate my own multi-agent swarm in real financial markets (syntropia). proof of life, not a deck.
  • i can build yours: data layer · agents · integrations · in production. i can build yours: data layer · agents · integrations · in production.
see the engine in action → see the engine in action →
03 — fractional officer — fractional officer

the seat. the seat.

cdo · chief ai officer · cto-ai cdo · chief ai officer · cto-ai

  • i join your team. part-time. me sumo a tu equipo. part-time.
  • strategy, audits, decisions — inside your operation. estrategia, auditorías, decisiones — dentro de tu operación.
  • 16h+ per month · 6–12 months typical. 16h+ al mes · 6–12 meses típico.
side practices side practices

fundraising. fundraising.

deck. dd. close. deck. dd. close.

2 exits · cvc operator · 20+ rounds advised. 2 exits · cvc operator · 20+ rounds advised.

education. education.

keynotes · masterclasses · founder workshops. keynotes · masterclasses · founder workshops.

universidad del pacífico · capece · ministerio de la producción. universidad del pacífico · capece · ministerio de la producción.

→ want me to give a talk? · me@miguelandre.com → want me to give a talk? · me@miguelandre.com
07 — faq straight answers respuestas directas

questions i actually get. preguntas que me hacen de verdad.

01 do you work with pre-revenue companies? do you work with pre-revenue companies? +
yes — if there’s a real track record or a solid thesis on where the business is going. fit comes first. if i’m not the right operator on our first call, i tell you. if i know someone better, i point you there. i only move forward when i’m sure i can move the needle for you. yes — if there’s a real track record or a solid thesis on where the business is going. fit comes first. if i’m not the right operator on our first call, i tell you. if i know someone better, i point you there. i only move forward when i’m sure i can move the needle for you.
02 what tools and stack do you build on? what tools and stack do you build on? +
stack-agnostic. python, typescript, sql, llm orchestration (langgraph / openai agents sdk / custom), warehouses (snowflake, bigquery, postgres). i pick the boring tool that ships fastest with your team. stack-agnostic. python, typescript, sql, llm orchestration (langgraph / openai agents sdk / custom), warehouses (snowflake, bigquery, postgres). i pick the boring tool that ships fastest with your team.
03 how do you handle confidentiality and ip? how do you handle confidentiality and ip? +
nda first call. all code, models and data we build together belong to you. i ship with documentation so your team can run it without me. nda first call. all code, models and data we build together belong to you. i ship with documentation so your team can run it without me.
04 what languages do you work in? what languages do you work in? +
spanish, english, french. peruvian spanish native; english and french for board, diligence, technical review. i’ve operated across pe, cl, co, mx and us. spanish, english, french. peruvian spanish native; english and french for board, diligence, technical review. i’ve operated across pe, cl, co, mx and us.

i don’t theorize. i build. let’s compound. no teorizo. construyo. escalemos.

— let’s talk — hablemos

30 min. let’s explore fit. 30 min. exploremos el fit.

you tell me what you built and what’s in the way. i tell you whether i’m the right operator. if i’m not, i point you to who is. me cuentas qué construiste y qué está en el medio. te digo si soy el operador correcto. si no lo soy, te apunto al que sí.