AI systems, forged to run and endure.
Talos designs, builds, and operates AI-augmented internal systems — architecture, automation, integrations, and security — built so your team owns them.
End to end — from architecture to a system you own
From strategy and build to rollout, documentation, training, and security — all under one roof.
Systems Architecture
Scalable serverless systems, designed to last.
Process Optimization
We streamline how work gets done — less manual, fewer steps.
Workflow Automation
Webhook & no-code automation — n8n, Make, Zapier.
AI Solutions
Claude / LLM integration with validation guardrails.
Integrations & Data
APIs, CRM, pipelines and live dashboards.
Internal Tools & Platforms
Replace SaaS sprawl with one system you own.
Implementation & Rollout
We deploy it and roll it out across your team, end to end.
SOPs & Documentation
Clear written processes your team can follow without us.
Team Training & Enablement
We train your people so the system sticks and they own it.
IT & Security
SSO, MFA, access control, policy & compliance.
Phishing Simulations
We run phishing tests and train your team to spot real threats.
Security Audits
We audit your stack and close the gaps before attackers find them.
Real systems, built and running
Anonymized — client names and confidential details omitted.
AI Operations Platform
Replaced three legacy tools with one owned system — ~70 serverless functions over a central database.
Workflow Automation & Analytics
An idempotent pipeline feeding live KPI dashboards — duplicate events can't create duplicate data.
Paid-Marketing Lead Pipeline
Paid-social leads flow straight into the CRM, with durable server-side conversion attribution and a full-funnel dashboard.
AI Document & Form Automation
Schema-validated form filling across dozens of templates — manual re-keying becomes review-and-confirm.
A clear path from problem to a system you own
Every engagement follows the same disciplined process — so you see value early and own everything at the end.
Discover
We map your workflows, tools, and the bottleneck costing you the most time.
Architect
We design the system and agree on the highest-leverage win before any build.
Build in slices
We ship one working piece at a time and verify it — no risky big-bang.
Operate & hand off
We deploy, document everything, and hand you a system you fully own.
You run the company.
We handle the technology.
Being a CEO doesn't mean you have the time — or the obligation — to learn every tool, automation, and system. We make technology easier: we optimize it, build it, implement it, document it, and train your team — then take the whole thing off your plate, so you can get back to running the business.
The stack we build with
Python
Google Cloud
Cloud Functions
Firestore
Claude AI
n8n
Make
Zapier
Webhooks
HubSpot
Asana
Meta CAPI
Bitwarden
Google Sheets
Talos is a systems studio founded by Andrés Aguilar, a technologist with 10+ years across IT, security, operations, and AI automation. We help founders and small teams replace manual work and disconnected tools with one connected, AI-augmented system they own. We work remotely and flexibly across European and U.S. hours, in English and Spanish.
Let's build something that endures.
Tell us the workflow costing you the most time, and we'll map your highest-leverage automation.