−70%
support tickets
AI chatbot replaced first-line support
Built a RAG-powered assistant for an online fashion retailer that answers product, sizing, and shipping questions in seconds. CSAT went up, hiring need dropped.
Not demos that impress.
Production AI systems deployed in your infrastructure. You own the code, you own the IP, and it ships in weeks, not quarters.
Trusted by teams in
What we build
From strategy to production, we cover every layer. If we don't do something in-house, we'll tell you, and recommend who does it better.
We assess your data, tools, and workflows, then build a practical roadmap. No buzzwords, no fluff. Just a clear plan with timelines, budgets, and measurable outcomes.
RAG pipelines, fine-tuned models, AI agents, and chatbots that actually understand your business. Built on your data, deployed in your cloud, owned by you.
End-to-end n8n workflows connecting your CRM, billing, email, Slack, and internal tools. Reliable, self-hosted automation that scales past the ceiling of no-code tools.
From messy spreadsheets to production-grade data pipelines. Real-time dashboards, predictive analytics, and clean data your team can actually make decisions on.
Connect GPT, Claude, Llama, and other models to your existing stack. We handle API design, prompt engineering, evaluation, and production monitoring.
We don't hand off to your team and disappear. We deploy with monitoring, guardrails, rollback strategies, and a 30-day free support window post-launch.
Stack we work with
Recent work
Representative projects. Client names anonymized for privacy. Keep scrolling to roll the reel.
−70%
support tickets
Built a RAG-powered assistant for an online fashion retailer that answers product, sizing, and shipping questions in seconds. CSAT went up, hiring need dropped.
+18h
saved per week
Consolidated a sprawling multi-tool automation stack into self-hosted n8n connecting CRM, billing, accounting, and Slack. Zero downtime in 6 months of production.
2.4×
conversion lift
Rebuilt a slow WordPress site as a fast Next.js web app with personalized recommendations. Pages load in under a second, conversion 2.4× higher than before.
How we work
Discover · Day 1-3
Free 30-min call to understand your business, data, and goals. We'll tell you honestly if AI is the right answer, and if we're the right team to build it.
Design · Days 3-7
Fixed-price proposal with clear milestones, deliverables, and success metrics. You sign once and know exactly what 'done' looks like. No scope creep.
Build · Weeks 2-5
Weekly working demos on your infrastructure. Slack/Discord access to the team. You see progress every week, not at the end. Adjustments happen in real time.
Ship · Week 6+
Production deployment with monitoring, guardrails, and rollback. 30 days free post-launch support. Then we keep improving together, or you own it entirely.
What clients say
We had a tight timeline and a complicated stack. They scoped it honestly, gave us a fixed price, and shipped on the date they promised. The chatbot paid for the project within the first quarter.
They actually push back when something doesn't make sense. They talked us out of two features we thought we needed, and they were right both times. That kind of honesty is rare.
Monday reporting used to eat a full day. Now I open a dashboard with my coffee and I have the answers in twenty minutes. Best investment we made this year.
Questions you might have
If you don't see your question here, ask us on the call. We'll give you a straight answer.
It depends on scope, not on hours. After a free discovery call, we hand you a fixed-price written quote with clear deliverables. You'll never see an 'hours times rate' invoice from us. Quotes are scoped to the problem in front of you, from a focused automation to a multi-system platform.
You do. 100%. Once the project is paid, the code, models, and configurations are yours. No proprietary platforms, no licensing traps, no lock-in. We build on open standards (Next.js, n8n, standard APIs) so any developer can pick it up.
You'll see a working prototype on your data by week 2. Most projects ship the first production version in 4-6 weeks. Smaller automations can go live in 1-2 weeks. We commit to a date in the proposal and stick to it.
We validate before we build. The discovery phase identifies risks upfront. If AI isn't the right solution for your problem, we'll tell you before you spend on development, and we'll recommend what is. For larger projects, we offer a paid pilot phase before committing to full scope.
Freelancers are hard to scale and replace. Big agencies charge $200+/hr and you talk to an account manager, not the builder. We're the middle ground: a small team of senior engineers you talk to directly, a Latin American cost structure that keeps quotes competitive, and team redundancy so you're never left stranded.
Yes, most of our clients are in the US, Spain, Portugal, and Brazil. We invoice in USD or EUR, our team is fluent in English and Spanish, and our timezone overlaps with both the Americas and Europe.
Ready to ship?
Tell us what you're building. We'll assess your project, answer your questions, and tell you honestly if we're the right fit. No pitch, no pressure.
Status · Idle — awaiting input