SaaS · In production
Sofia
An AI agent that answers your website visitors, qualifies leads with verified email and delivers every conversation classified in your dashboard.
AI Factory
An AI factory for your business.
Agents that answer, automations that execute and products ready to use — designed and delivered by the person who answers for the result.
Sofia, the factory's AI, is answering this site right now — try her anytime.
Factory products
What already rolls off the line
Products I built, use every day and run as SaaS. Everything works here before it reaches you.
SaaS · B2B acquisition
SagaxIA
A B2B acquisition engine: finds, qualifies and reaches out to companies with the right profile for your business — and no message leaves without your review.
Design partners — limited seats
In the works
The next product
The line doesn't stop. The factory's next SaaS is in development — no promised date, like everything that hasn't proven its value yet.
Custom builds
Three ways to put AI to work
From a WhatsApp bot to a full product — the factory builds what your business needs.
AI agents
Agents that work 24/7 — on WhatsApp, on the web or inside your systems.
- Sales and support bots
- Scheduling agents
- Document processing and Q&A
- Internal workflow assistants
AI automation
I find the repetitive tasks that eat your team's time — and eliminate them.
- Reports generated in seconds
- Data extraction and transformation
- Automatic email and document processing
- Smart alerts and decision triggers
AI products
Custom tools and micro-SaaS — from zero to launch, built for your market.
- MVP built and shipped fast
- White-label AI solutions
- Predictive analytics dashboards
- Full product with payments and login
Method
From problem to production, with decreasing risk
You never buy the whole project in the dark — each step only moves forward if the previous one proves its value.
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Diagnostic call
30 minutes, free, no strings attached. I tell you what AI solves in your case — and what it doesn't.
Cost: zero -
Fixed-price MVP
The call produces an MVP proposal with fixed scope and price. Once approved, the working prototype runs on your real data — not on slides.
Prototype in 48h · typical -
Full system
Only an approved MVP opens the door to the full-system proposal — sized by what the prototype proved.
Production in ~2 weeks · typical
No price list, on purpose: every project depends on what you need. What I guarantee is the ladder — a free conversation, a fixed-price MVP and the full system only after the proof.
Who delivers
The technology has a first and last name
Marcelo Sá Monte
Founder · Senior Data Scientist
About 30 years in IT, data and AI: data scientist at EY and Dell EMC, instructor of hundreds of classes, MSc in Operations Research from UNICAMP. The person who diagnoses, designs and answers for what the factory delivers is me.
~30 yrsin IT, data and AI
250+classes taught
500+professionals certified
Living proof
I use it before I sell it
The most honest proof I can offer today: the factory's tools work for the factory itself, in production.
Sofia answers this site.
The conversation at the end of this page is her: she qualifies with verified email and only answers with content I approved.
SagaxIA prospects for SMCS.
The B2B acquisition engine runs here first, in my own sales process.
Talk to Sofia Want the individual capabilities? Playground →
Straight questions
What everyone asks before starting
Do I need to understand AI to hire you?
No. You need to know your business; the AI part is on me. In the diagnostic call I translate the problem into a solution — in plain language, no jargon.
What if it doesn't work for my case?
That's what the ladder is for. The call is free; if AI won't solve your problem, I say so right there. The fixed-price MVP is the low-risk test — and the full system only comes up if the MVP proves its value.
Who actually writes the code?
I do, with the factory's agents. No middle layers and no outsourced team: the person who designs the solution is the one who answers for it.
Is my data safe? (LGPD)
Yes. Processing follows the LGPD, data is used only in your project and never shared with third parties. Details in the privacy policy.
How much does it cost?
Every project is different, so a price list wouldn't be honest. The diagnostic call is free; it produces an MVP proposal with fixed scope and price, and the full system is only proposed after the MVP is approved.
How soon do I see results?
Typical turnaround: a working prototype within 48 hours of MVP approval and production in about 2 weeks. You see the AI working with your data before any big decision.
Contact
Ready to start?
Tell me what's slowing your operation down. I'll tell you how AI solves it — in the first conversation.
WhatsApp+55 21 97082-3118
Emailinfo@smcs.com.br
LinkedInMarcelo Sá Monte
Contact formPrefer writing? Send a message
Tell Sofia your challenge
A real-time conversation with the factory's AI. She qualifies the case and I receive the lead.
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