FACTA
Ship a real AI system — before your next investor or board conversation.
Built for founders, investors, and board members who need a credible AI execution story — not a demo.
No pitch. A clear yes / no on ROI. If there’s no real value, we’ll tell you to do nothing.
We design, build, and deploy a production AI system that cuts costs, unlocks growth, or de‑risks your roadmap — in 90 days.
Live in production. With real users.
90-day execution
One system shipped to production, end‑to‑end.
Clear ownership
Your team keeps the IP and can operate the system.
Board-ready narrative
A clear ROI case: what’s shipped, what’s next, and why it matters.
Shipped in production
Our latest build: NEST — a self-hosted AI hub for Context Zero, taken from white-paper to production in a single quarter.
Read the NEST case study3 mo
white-paper to production
54
organizations running NEST
700+
AI models integrated
100%
client-owned & self-hosted
THE PROBLEM
Everyone is “doing AI.” Almost no one is shipping.
The issue isn’t ambition. It’s lack of ownership.
•You’re moving fast.
•Investors are asking about AI.
•Competitors are starting to launch.
And most teams get stuck.
What it looks like
Ideas, no production
Pilots don’t become systems with real users.
No accountability
Everyone agrees, but no one owns delivery end‑to‑end.
Pressure, no clarity
Board questions rise faster than execution capacity.
Most AI initiatives don’t fail because of technology. They fail because nothing ever makes it to production.
Where AI initiatives go to die
•Pilot purgatory
•Endless internal alignment
•Consultant slide decks
•“We’ll hire someone later”
This is where time, money, and investor trust quietly disappear.
The gap
Strategy without execution is useless. Execution without ownership doesn’t scale.
What teams actually need
One accountable owner who takes a system from zero → production → handoff.
THE SOLUTION
FACTA embeds as your Fractional Chief AI Officer.
Strategy and execution. One accountable team.
We take full responsibility for shipping one real AI system — end‑to‑end — and transfer full ownership to your team.
What we do (end‑to‑end)
Pick the right use case
Tied directly to ROI and business priority.
Design production architecture
Security, reliability, and evaluation built-in.
Build + deploy
Live with real users — not a pilot.
Transfer ownership
Your team can run it without dependency.
Fractional Chief AI Officer — 90‑Day Execution Engagement
Ship one production AI system in 90 days — plus a board‑ready roadmap and full ownership handoff.
Learn MoreAI Strategy & Governance
We translate AI ambition into a concrete, board-ready plan: prioritized use cases tied to ROI, a governance and risk framework, and a 90-day execution roadmap your leadership can defend.
Learn MoreMulti-Agent Systems
We design and ship multi-agent systems that hold up in production — clear roles and handoffs, observability and guardrails, and evaluation built in so agent behavior stays reliable and safe.
Learn MoreAI Workflow Automation
We automate your highest-leverage workflows end to end — document processing, data extraction, and decision automation — with measurable impact and operational ownership transferred to your team.
Learn MoreBUILT FOR STARTUPS UNDER REAL PRESSURE
Built for startups under real pressure
If AI is on the agenda and decisions can’t slip, this is designed to ship — not to “explore.”
Built for
Pre-Seed / Seed
- •First production AI system
- •Replace or delay the next hire
- •Credible AI story for investors
Series A
- •Fast, visible wins tied to metrics
- •Systems that don’t break after launch
- •Clear ownership across the team
Series B
- •Scale, reliability, and governance
- •AI systems that survive audits and growth
- •Board-level confidence, not hype
Not a fit if
✗You want to “experiment” without commitment
✗You’re looking for decks or demos
✗You don’t intend to ship to production
WHY FACTA
We ship. Not slides.
Execution is the difference. We don’t sell decks — we build production systems your team can own.
Senior, hands-on leadership
You work with senior operators who’ve shipped production AI — no junior handoffs.
You work directly with the people who build the system
Faster decisions, fewer surprises, and a tighter feedback loop from day one.
You own the system and the IP — 100%
We document, transfer, and train so your team can run it confidently. Our goal is to make ourselves unnecessary.
RESULTS — PROOF, NOT PROMISES
Results you can show in a board meeting.
Clear outcomes, measurable impact, and real systems in production — not vague experimentation.
Key metrics
4–8
weeks to production
60–80%
cost savings vs full-time CAIO
90%+
client retention
100%
IP ownership transferred
Case studies
Regulated Financial Services Startup
Multi-Agent Document Processing
73% reduction in processing time
$2.4M in annual cost savings
Series A Fintech
AI-Powered Compliance
5 weeks from concept to production
ROI-positive in 4 months
HR Tech
Board-ready AI strategy
Production systems in 6 weeks
Clear investor narrative
LEADERSHIP
The people you’ll actually work with.
Senior operators who ship production systems — and stay accountable through handoff.
Matías Baglieri
FounderAI systems builder. 10+ years shipping production.
Built and operated AI at Mercado Libre
Shipped systems at scale (100M+ transactions)
Production-first: reliability, evaluation, and ownership
Carolina Fogliato
FounderExecution + ownership. Ex‑KPMG. Operator.
Built and led compliance + operations teams
Scaled systems to $2M ARR
Board-ready execution: systems don’t just ship, they survive
You won’t get an account manager. You’ll get us.
THE FREE AI EXECUTION
REVIEW
A clear yes / no on AI ROI — in 30 minutes.
No pitch. No fluff. No pressure.
You’ll leave with
One production‑ready AI use case
A realistic delivery timeline
A clear recommendation: build now or don’t
If there’s no real value, we’ll explicitly recommend doing nothing.