0114 DAYS
DIAGNOSE.
we sit with your team
We map the processes that consume the most time and money, audit your data and stack, and walk out with a prioritized roadmap and a real savings number in MXN.
001AI THAT OPERATES
Your operation still runs by hand. We put it to work with AI.
Reports that take days, messages no one gets to, processes held together with spreadsheets. We take one of them, get it running on AI at the level we agree on with you, and measure it so you see the result as a number.
● DIAGNOSIS IN 14 DAYS OR IT'S FREE
002WHAT WE'VE BUILT
things we built that are still running today.
Our own products and systems for clients. Each one started with a 30-minute call — the same one you can book.
In finance, food, wellness, and B2B catalog. Everything below is live and moving the metric it was built for. No forgotten pilots.
47%
fewer no-shows at studios running Amyra
−40%
process times after the Sanito Gourmet ERP
20 min
BPS financial reporting, down from 3 days
5
cases live today
003WHY ALMOST NO ONE WINS WITH AI
95% of companies get nothing out of AI.
It's almost never the technology — it's how they buy it. You're sold a tool, you pay upfront, and it's left to your team to make it useful. When that doesn't happen, the money's already gone. We work the other way around: we own the full outcome and measure it against your own cases before we call it done.
Buying a tool
Working with Mossaic
What you get
Access to software
The finished work
Who carries the risk
You
We do
When you know it works
"Trust us"
A number measured on your operation
If it doesn't work
You already spent the money
Next month's on us
004DEVELOPMENT
We build what your business needs..
Software, agents, integrations, automations, dashboards. We design and build. Live in 60 days.
005HOW WE SHIP
diagnose. build. scale.
0260 DAYS
BUILD.
we ship working systems
Custom software, AI agents, automations, ERPs. Whatever the diagnosis says. Founders write the code. First workflow live in 60 days, in production, no offshore.
03ONGOING
SCALE.
we stay
Your tech grows at the pace of your business. New features, integrations, the next thing. When something breaks you talk to the same people who built it.
● 14 DAYS OR IT'S FREE · 60 DAYS IN PRODUCTION OR NEXT MONTH IS ON US
006TEAM
the team.
One team with you from diagnostic through operations.
Two founders who sign every decision. The same team across every phase, with direct accountability end to end.
CEO & AI STRATEGIST
Emanuel Alvarado
"technology amplifies; it does not replace."
Leads AI strategy at Mossaic. Background combines data science with experience building inside 0-to-1 startups and large corporates. Reads the business before the technology. And designs AI that moves the metric that matters.
COO & PRODUCT BUILDER
Diego Murillo
"code matters. the people you change matter more."
Leads operations and product delivery at Mossaic. Background combines mechatronics engineering with experience as CTO of internal products and as a full-stack engineer in startups. Runs the day-to-day and makes sure what's promised gets shipped.
007MOSSAIC PRINCIPLE
AI on its own is not a strategy. AI is the multiplier of a well-defined strategy. The companies that win implement AI from the business, not from the technology.
008QUESTIONS
what people ask before we start.
The real questions directors and owners have before putting AI into their operation. No jargon.
How much does it cost to implement AI in a company?
It depends on scope, but the pricing model matters more than the number. At Mossaic you start with a fixed-scope, fixed-price diagnostic —14 days or it's free— and the build is delivered against results in production, not against billed hours. So you know exactly what you're paying for, and why, before you commit. Generic AI is cheap; the return comes from implementing it inside your real operation.
How do I know if my company is ready to use AI?
You don't need documented processes or a data team. The one thing that's essential is a manual process that hurts: something that burns hours, creates errors, or won't scale. The 14-day diagnostic maps your operation with you and prioritizes where AI pays off first. Most mid-market companies are more ready than they think; the blocker is usually strategy, not technology.
Why do most AI projects fail to deliver results?
According to MIT research (NANDA, 2025), 95% of companies get no measurable return on their AI investment. The pattern is clear: they buy a tool or a pilot, not an operational result. AI on its own is not a strategy —it's the multiplier of a well-defined strategy. Without a clear business process behind it, no model, however good, moves the needle.
How long does it take to see ROI from an AI project?
At Mossaic the commitment is in production in 60 days or next month is on us. We don't sell endless pilots or proofs of concept that never reach the operation. The initial diagnostic takes 14 days; from there, the build goes live in weeks, not quarters, and is measured against real KPIs like process time, no-shows, or cost per operation.
Should I hire an AI agency or build an internal team?
Building an internal AI team takes months and is expensive to get wrong early on, when you still don't know what to automate. A founder-led partner delivers the result from month one and co-builds with your people so the knowledge stays in-house. At Mossaic the code and intellectual property are yours from day one: the goal is for your team to run what's built, not to depend on the vendor.
Which processes should I automate first with AI?
The ones that combine high volume, repeatable rules, and measurable pain: WhatsApp support, scheduling and no-show reduction, document and invoice processing, and reports that today take days. Start with one that has clear ROI and a measurable metric, not the flashiest one. In our cases this has meant 47% fewer no-shows or financial reports in 20 minutes instead of 3 days.
009LET'S TALK
next step.
A 30-minute call. We help you identify where and how AI can move your business. If we're not the right fit, we'll tell you on the same call.