AI-Native Software Group · Vertical SaaS

We build software that makes AI actually useful.

MAMCEM is a vertical SaaS group creating AI-native products for industries that deserve smarter software — starting with sports management.

Who We Are

A product group. Not a tool.

MAMCEM is a software group that builds vertical SaaS products for industries that have been underserved by generic tools. We don't sell APIs to developers — we build products that real people use every day to run their organizations.

One shared engineering core. Multiple focused brands. Each product purpose-built for its vertical — with AI embedded from day one, not added later.

MAMCEM Group
SportZen.io
Active · Sports
mPYME
Coming Soon
mFinance
Roadmap
01

AI Embedded, Not Optional

AI isn't a premium tier we bolt on later. It's how our products work. Document scanning, natural language queries, smart scheduling — invisible and indispensable from day one.

02

Adoption Through Simplicity

Most businesses haven't adopted AI because nobody built it for them the right way. We meet users where they already are — familiar workflows, their language, their tools — and layer intelligence on top.

03

Vertical Depth Over Breadth

Each product goes all-in on one industry. No generic features, no 'good enough.' A sports organization has fundamentally different needs than a small business — we treat them that way.

Our Portfolio

Built for verticals. Powered by AI.

mPYME

Coming Soon

Small Business Operations

Operations, HR, inventory, and payments for small businesses underserved by oversized enterprise tools.

CFDIPayrollInventory

mFinance

Roadmap

Personal & Business Finance

AI-powered personal and business financial management with intelligent insights and local payment compliance.

SATBudgetsAI Insights

Technology

AI-native from the ground up.

Every MAMCEM product ships with AI wired in at the core — not as a chatbot add-on, but as the engine that makes the product genuinely smarter than alternatives. One shared engineering foundation, zero duplicated effort across verticals.

Event-Driven Core
NestJS + BullMQ — async by default, real-time where it matters
🧠
LLM Gateway
Anthropic, OpenAI, Groq — routed intelligently per use case and cost
🤖
AI at Every Layer
Document extraction, smart scheduling, natural language — embedded in workflows, not bolted on
🔒
Multi-Tenant Isolation
Row-level security, automatic scoping at the ORM layer — every client fully isolated
Frontend
Next.js 14*React NativeTailwind
Backend
NestJS*PrismaBullMQ
Data
PostgreSQL*Redispgvector
AI Layer
Claude*OpenAIGroq
Payments
STP/SPEI*StripeMercadoPago
Infrastructure
Railway*VercelCloudflare

Our Mission

Most businesses haven't adopted AI yet.

Not because they don't need it — because nobody has built it for them in a way that actually fits how they work. We do.

🪄

Invisible AI

Users don't interact with AI directly. They upload a document and it's already filled in. They schedule a match and the optimal slot is suggested. It just works.

📋

Document Intelligence

Upload an ID, a waiver, or an invoice — our AI extracts, validates, and stores the data automatically. No manual entry, no mistakes.

💬

Conversational Operations

Ask your data anything. Attendance trends, payment defaults, team performance. Natural language in, structured insight out — no dashboards required.

📈

Compounding Intelligence

Every season of data makes our AI more accurate for that vertical. Injury patterns, churn signals, revenue forecasts — insights no spreadsheet can surface.

Build with us. Or partner with us.

We're looking for organizations and investors who believe every industry deserves AI-native software built specifically for them.