Workshop · April 16, 2026

AI strategy
that ships.
Not slides.

Spark I/O is an AI & digital transformation studio. We help SMBs, agencies, and government teams adopt AI with enterprise-grade rigor — in English and Spanish.

KnowBe4 IPO Accenture Honeywell Aerospace Coastal Cloud Salesforce Platform M&A Integration KnowBe4 IPO Accenture Honeywell Aerospace Coastal Cloud Salesforce Platform M&A Integration
Services / 01

Three practices. One operator's mindset.

01 / AI

AI adoption
without the hype.

Strategy, tooling, and training that moves from pilot to production. We cut through vendor noise and ship what actually works.

  • AI strategy & readiness assessment
  • Team training & prompt engineering
  • AI-powered marketing & ops
  • Bilingual rollout (EN/ES)
02 / Process

Process that
compounds.

We map the mess, eliminate waste, and build workflow systems that make your team faster every quarter.

  • Business process mapping
  • Workflow automation design
  • Salesforce & CRM optimization
  • M&A technology integration
03 / Transform

Digital
transformation.

Align tech with your business goals. From startup to IPO, we've led transformations — and bring that lens to your agency or company.

  • Digital strategy & roadmaps
  • Cloud migration & SaaS adoption
  • Enterprise platform architecture
  • Change management & governance
Work / 02

Receipts, not promises.

Case Study / SaaS
IPO
Led Go-To-Market & digital transformation at KnowBe4

From scale-up to public company.

Architected the business systems — Salesforce, billing, operations — that supported KnowBe4's public offering and the M&A integrations that followed.

KnowBe4 · 5+ Years
Case Study / SMB
12×
Customer service cost reduction with AI agents

AI that handles the inbox, so humans handle the hard stuff.

Bilingual support automation for a PR-based services company — 80% of tickets deflected, response time from hours to seconds.

SMB Client · Q1 2026
Case Study / Workshops
500+
Entrepreneurs trained across Puerto Rico & Florida

Education that turns into action.

Hands-on bilingual workshops teaching SMB owners to adopt AI tools they can use the same night — not next quarter.

DDEC · Eventbrite · 2025–2026
Upcoming / 03

IA para tu negocio.

Tour · Summer 2026

60 minutes to make AI actually useful.

Bilingual workshops for entrepreneurs ready to move from curious to capable. We build something real together — live. You leave with a plan you can start tonight. Coming to Ceiba, Fajardo, and Mayagüez.

TBA · 2026
Ceiba, PR
Bilingual
TBA · 2026
Fajardo, PR
Bilingual
TBA · 2026
Mayagüez, PR
Bilingual
Get notified when dates drop

Agenda

10 min
What AI actually is
Plain language. Tools you can use today: ChatGPT, Claude, Gemini.
15 min
How to talk to AI
Four prompt techniques that get you 80% of the value.
12 min
Live build
Prompt → professional Instagram post in under 10 minutes.
10 min
5 ways to use AI today
Content, customer replies, ads, bilingual copy, market research.
13 min
Your action plan
Concrete steps to start tonight — not next quarter.
About / 04

Thirteen years of enterprise, applied.

MV
PR → FLEST. 2012
Manuel Villafañe
Founder & Principal Consultant
13+
Years
40+
Processes shipped
AI
Adoption programs
2
Languages

Enterprise rigor.
Operator's empathy.

I'm Manuel Villafañe — a technologist, strategist, and builder. Born in Puerto Rico, based between PR and Florida. After 13+ years leading digital transformation across enterprise and agency work, I started Spark I/O to bring that playbook to small businesses and government teams that deserve the same rigor.

I grew up in Puerto Rico and split time between PR and Florida. Thirteen years into my career — Accenture, Coastal Cloud, KnowBe4 — I realized the playbook I'd been running for enterprise clients was the exact thing most small businesses and local agencies never got access to. Spark I/O is how I fix that.

Career trajectory
Apr 2026 — now
Founder & Principal
AI & digital transformation advisory
Spark I/O
2019 — Jan 2026
Sr. Director, Business Systems & Digital Transformation
Led IPO systems & M&A integrations
KnowBe4
2014 — 2019
Solutions Architect
Enterprise Salesforce platforms
Coastal Cloud
2012 — 2014
Consultant
Salesforce & SAP · Aerospace
Accenture

What's moving in AI · this week.

All news
Tools / 05

Try the math. See the lift.

LIVE
Team size
People 12
Avg. loaded cost / hour
$ USD/hr
Hours saved / week per person 8
Annual savings
$324,480
Hours reclaimed / year
4,992
Describe your task Apply techniques
FAQ / 06

Questions people actually ask.

No — we're structured to serve SMBs, agencies, nonprofits, and government teams with the same rigor we bring to large clients. Our smallest engagement is a half-day workshop; our largest is a multi-quarter transformation.
Yes. Every deliverable — strategy docs, training material, workshops, enablement — is produced in English and Spanish. Manuel was born and raised in Puerto Rico; bilingual is native, not a feature.
We start with a free 30-minute discovery call. If there's a fit, we propose a scoped engagement with fixed outcomes and timelines — no hourly billing games. Most projects run 4–12 weeks.
Enterprise-grade. NDAs standard, SOC2-aligned vendor selection, no client data in consumer AI tools. Manuel's background spans cybersecurity (KnowBe4) — security posture is not an afterthought.
Contact / 07

Let's talk about what you're building.

Request information, book a consultation, or just say hi. Response within one business day.

Or send a message