AI Engineering · Built for production

We build ProductsAutomationsAgentsPlatformsRAGsDatalakesStrategiesthat live in real production.

We help you build digital products that live and grow with you. AI with the solidity of engineering: secure, scalable and built to last.

Tell us about your projectSee AI capabilities
+6years in the market
+100projects in production
+6SaaS products of our own
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Stack and platforms we work with every day

ClaudeOpenAIPythonTypeScript Next.jsPostgreSQLAWSVercel SupabaseDockerLangGraphpgvector
Beyond the demo

An MVP is not a product.
The invisible is what holds it up.

Frontend and backend are just the surface. What keeps a product standing once real users arrive are the layers almost no one shows.

What you see

The product from the outside. The surface that gets demoed on a screen.

01Frontend & UX
02APIs & backend
What holds it up

The 5 engineering layers that keep the system alive: every minute, every user, every incident.

01Foundations & data
02Security & access
03Infrastructure & delivery
04Scaling & performance
05Reliability & AI quality

We deliver all 5 layers, not just the two visible ones. That's why our projects are still alive years after kickoff.

AI Capabilities

AI with engineering judgment.

We don't sell magic. We design systems with LLMs, agents and models that behave predictably, measurably and safely when they meet the real world.

Agents & LLM Apps

Agents with Claude, GPT and open-source models. Orchestration with tools, memory, guardrails and continuous evaluation.

  • Claude Agent SDK / LangGraph
  • Tool use & function calling
  • Multi-agent orchestration

RAG & semantic search

Vector indexing, hybrid search and retrieval pipelines that work with your real documents, not with demos.

  • pgvector / Qdrant / Pinecone
  • Smart chunking & reranking
  • Citations & traceability

Data pipelines & MLOps

From CSV to production model: ingestion, validation, training, deployment, monitoring and rollback.

  • Airflow / Dagster / dbt
  • Feature stores & versioning
  • Drift detection

Evals & AI observability

Without evaluation, every model is a black box. We design test sets, metrics and dashboards to see what your AI actually does live.

  • Custom evaluation datasets
  • Per-request tracing
  • Quality regression alerts

Voice AI & transcription

Voice assistants, multi-speaker transcription, call analytics and low-latency conversational bots.

  • Whisper / Deepgram
  • Bidirectional streaming
  • CRM & telephony integration

Computer vision

Classification, detection, OCR and multimodal. From visual inspection to document analysis at scale.

  • YOLO / SAM / multimodal LLMs
  • Robust OCR on real documents
  • Edge or cloud inference
How we work

Three non-negotiable principles.

01

AI with judgment

Before suggesting a model, we understand the problem. Sometimes the best solution is an LLM. Sometimes it's a well-written business rule. We know the difference.

02

Production-ready from day 1

We design with the day you'll have 10x users, regulated sensitive data, and a support team awake at 3 AM in mind. Quality is measured in production, not in demos.

03

Connected ecosystems

Your software doesn't live alone. We integrate it with your existing systems —ERP, CRM, data warehouse, internal tools— so the compound value is greater than the sum of parts.

Our own products serving thousands

Products in production, not on a roadmap.

We don't only build for clients: we operate our own SaaS products, serving thousands of people every day. Each one runs the 5 layers. Each one proves we can sustain what we promise —not for months, for years.

Golf · Residencial · SaaS

Tu solución integral para clubes de golf y residenciales privadas: digitaliza la operación, los socios y su experiencia.

Control de acceso QR Reservaciones Cobranza App móvil Restaurantes Academia
Próximamente
HR Tech · AI

Software de Recursos Humanos All-in-One en México: gestión integral del talento en una sola plataforma, con método científico.

Personas Reloj Checador Psicometría Red social Estructura organizacional
Conocer →
Nómina · SaaS

Nómina precisa, segura y bajo control: automatiza el cálculo, el timbrado y la dispersión, sin hojas de cálculo.

Nómina Facturación IMSS Infonavit Concierge Reportes
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EdTech · LMS

Desarrollamos talento para un mundo laboral cambiante: aprendizaje que combina pedagogía y tecnología, sobre Khorflix.

LMS Cursos SCORM Khorflix Videos Reportes
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Cloud Infrastructure

Our products and our clients'
run on the best clouds.

Every product we ship to production —ours or our clients'— runs on enterprise infrastructure. No experiments: mission-critical compute, multi-region and the availability your business deserves.

Amazon Web Services
Primary cloud

Amazon Web Services

The gold standard of enterprise cloud. We pick it when availability and scale are non-negotiable.

32 regions
99.99% SLA
Multi-AZ redundancy
DigitalOcean
Apps & APIs

DigitalOcean

Fast deployment and predictable costs. Great for apps, APIs and MVPs already serving real traffic.

15 regions
99.99% SLA
K8s managed
Oracle Cloud
Enterprise DB

Oracle Cloud

Enterprise databases and strict compliance. For sensitive data that demands absolute control.

50 regions
Autonomous DB
FedRAMP High
Huawei Cloud
APAC reach

Huawei Cloud

Strong Asia-Pacific footprint and AI-native compute. When your product needs to reach the other side of the world.

33 regions
APAC coverage
AI native
Vercel
Frontend & Edge

Vercel

World-class frontend. Edge functions, instant deploys and the best DX for Next.js and React apps.

20+ edge regs.
< 10s deploy
Edge functions
OnPremise
Strict privacy

Your infrastructure. Our technology.

When data can't leave your servers, we bring our solutions to where you are. Physical hardware, private clouds or hybrid setups.

100% isolation
Hybrid setups
Local compliance

We choose the cloud based on each product's real needs — not on referral contracts. If your product needs to live on another platform, we know how to take it there.

Services

How we work with you.

New focus

AI & Machine Learning.

Strategy, design and implementation of AI-powered products: from proof-of-concept to systems handling real production traffic, with evals and observability.

  • Agents & internal copilots
  • RAG over your data
  • Smart process automation
  • Evals, guardrails & AI observability
Claude RAG Evals Agents
Full-stack

Product & development.

Custom web and mobile apps, enterprise platforms and critical systems. Built to scale and to stay in production.

  • Web & mobile apps (iOS / Android)
  • Enterprise platforms & SaaS
  • End-to-end custom systems
  • In-house design systems
Cloud-native

Integration & scalability.

We connect your systems, migrate legacy and design architectures that withstand real growth, not the pitch-deck kind.

  • Advanced integrations & APIs
  • Critical migrations
  • Cloud-native architecture
  • Event-driven & streaming
Long-term

Strategy & support.

We walk with your product as it evolves: technical roadmap, evolutionary maintenance and specialized support. No spaghetti, no surprises.

  • Technology consulting
  • Evolutionary maintenance
  • 24/7 support per SLA
  • Quarterly technical roadmap
Q1
Audit
Q2
Plan
Q3
Ejecutar
Q4
Iterar
Keep scrolling to see more
Track record

Years doing it right,
not weeks promising it.

+6

years building tech together

+35

specialized collaborators

+100

projects in production

+7

industries served

+6

SaaS products of our own

+10k

active users across our products

Frequently asked

What people always ask us.

Do you only do AI projects?

No. We are AI experts and experts at building production-ready product. We work on traditional systems, enterprise platforms, migrations and projects where AI makes sense —and where it doesn't, we'll tell you before charging.

What does "production-ready" mean to you?

A system that supports real users, not just demos. Behind the surface we apply 5 engineering layers —foundations & data, security & access, infrastructure & delivery, scaling & performance, and reliability & AI quality—. If any of those layers is missing, it's not production: it's an experiment on the internet.

Do you work on existing systems or only from scratch?

Both. We've integrated with 15+ year-old legacy systems and we've also built products from a blank page. What matters is understanding the context before proposing.

What technologies do you use?

For AI: Claude, GPT, open-source models, LangGraph, Claude Agent SDK, pgvector, Whisper. For product: Next.js, React, React Native, Python, FastAPI, Django, Node.js, PostgreSQL, Redis, Docker, AWS, Vercel, Supabase. We choose by the problem, not by the trend.

How does a project with you start?

Three steps: (1) free discovery session to understand the problem, context and constraints; (2) proposal with scope, architecture and plan; (3) kickoff with biweekly sprints, live demos and incremental production releases.

And after launch?

Launch is the beginning. We offer evolutionary maintenance, 24/7 support per SLA, AI model monitoring, continuous improvements and roadmap planning. Most of our clients have been with us for years.

Let's get started

Let's build something that
actually survives Monday in production.

Tell us what you want to solve. In 24 hours we reply with smart questions, not a generic form.

Call us +52 (999) 944 34 15 · +52 (555) 523 7063