$ AI automation
We design and build the backend that puts AI agents to work: they answer conversations, qualify leads and route tasks across WhatsApp, your CRM, email and forms, so nobody copies data by hand.
WhatsApp conversational agents, Lead qualification and routing, CRM integration, Smart calculators and forms
$ AI automation
Leads arrive through WhatsApp, forms and email, and someone has to key them into the CRM by hand.
After-hours inquiries go cold before your team gets to them.
There is no consistent way to decide who is worth calling first.
Follow-up tasks depend on each person remembering, so they slip.
$ AI automation
They talk to the customer, collect the key details and hand the conversation to a person when needed.
Rules and AI models that classify each contact and send it to the right stage of the funnel.
Contacts, stages and tasks are created and updated automatically, including through custom MCP servers.
Data capture with live calculation that feeds the sales process directly.
AI image generation flows and automatic plan activation, now in open beta.
PIN-based access so each client or team sees only what belongs to them.
$ AI automation
Credit evaluation portal with a WhatsApp AI agent integrated with the Kommo CRM.
$ Why it fits
AI virtual try-on for clothing stores, now in open beta. Includes a WooCommerce plugin and an API.
$ Why it fits
Clinical operations platform and Connect patient portal for OmniStem, running on Microsoft Azure.
$ Why it fits
$ AI automation
We map the current process: where the work comes in, who touches it and where it gets lost.
We work with Spec-Driven Development: before any code, the behavior is written down and agreed on.
Development in stages, with tests and deliveries you can see working.
Monitoring, tuning and new rules as the real process shows what to improve.
$ AI automation
We mainly deploy on GCP, and also on AWS and Azure (Nexus runs on Azure).
$ AI automation
We work remotely, in Spanish and English; documentation and tickets in either language.
It depends on the CRM, but we have integrated Kommo through a custom MCP server and Zoho CRM on other projects. If your tool has an API, it can usually be connected.
We write a specification of the expected behavior first, then build against it. Everyone knows what is being delivered before any code is written.
Yes. The G&M Capital WhatsApp agent runs AI in production, and the Lookitry image pipelines are in open beta.
Reach out through the contact page or WhatsApp, tell us which process you want to automate, and we will see if it is a fit.
Tell us how you work today and where things get stuck. We work in Spanish and English.
Google Cloud (GCP)
Microsoft Azure
