Engineeredfor Growth.

Every stage · Embedded · AI-first

Your AI-first growth partner, embedded with your team. Built for companies at every stage, from first customers to scale. We set the strategy, build the AI systems that run acquisition and conversion, and show you what moves revenue — at a fraction of the cost of a team.

§ 01 — Home
Book an intro
§ 02 — Services

Four disciplines.
One operating system.

We don’t sell retainers for the sake of retainers. Each engagement is scoped against a specific compounding effect — a rank that doesn’t drop, a funnel that doesn’t leak, a media mix that earns its place on the P&L.

01 —

Strategy

Everything starts here. Positioning, priorities, and a plan the whole team can execute against.

PositioningRoadmappingMeasurement
02 —

AI & Analytics

We build and run the automation, instrumentation, and models ourselves, so the work gets faster and sharper — from audience insights to creative production to attribution.

AutomationData pipelinesAttribution
03 —

Acquisition

SEO, paid search, paid social, content — whichever channels fit your stage. We run them as one acquisition system, not a bag of tactics.

SEOPaid mediaContentSocial
04 —

Conversion & Retention

Everything after the click. We run CRO, experimentation, and lifecycle email and SMS, and measure each against revenue, retention, and payback. We show you the attribution and only ship what moves the number.

CROExperimentationLifecycleLTV / CAC
§ 03 — About
Founded 2024 · San Juan, PR
AI-first · Partner-led

AI-first. Results-focused. Full-stack.

Founded in 2024 by Humberto Javier Cuebas after 15+ years working across engineering, management consulting, product, and marketing teams. The work is partner-led: Humberto scopes it, runs it inside your team on the firm’s AI operating system, and shows you the numbers himself.

Humberto Javier Cuebas/Founder & Principal
I.

Strategy first.

We start with your objective, to whom, and what success looks like. Tactics follow from the vision.

II.

AI where it earns its keep.

We build the automation and the models ourselves, and we keep only the parts that pay for themselves.

III.

One team, start to finish.

The people who plan the work ship the work.

§ 04 — How we work

How an engagement runs.

  1. 01A short call.We talk through your objective and your numbers, and whether growth is the constraint worth solving now.
  2. 02A diagnostic.We read the data, the funnel, the stack, and the team before proposing anything. If marketing isn’t the constraint, we say so.
  3. 03A scoped plan.One page: the engagement, what it’s measured against, and what it costs.
  4. 04Build, measure, compound.We embed with your team and run the work on the operating system. It ships in increments, and you see what each one moved in revenue terms.
Book an intro
§ 05 — Insights

Notes from the field.

All writing
Featured · AI & Technology

Ten percent, and the roadmap you still have to ship

An Anthropic researcher resigned saying the labs are gambling with our lives, and his colleagues publicly agreed with numbers. The alignment lead put catastrophe above ten percent within the decade and called present-model risk low in the same thread. Those are two clocks, and only one of them belongs on your roadmap.

Humberto J. Cuebas09 / 13 / ’264 min read
AI & Technology

Fable 5.1 vs GPT-6 Astra: Compare the Terms, Not the Tables

Humberto J. Cuebas · 09 / 08 / ’26 · 6 min read
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AI & Technology

Claude Fable's Three-Day Ban Is a Sovereignty Story

Humberto J. Cuebas · 06 / 21 / ’26 · 5 min read
003
AI & Technology

AI Weekly Updates (Jun 14 – Jun 20, 2026)

Humberto J. Cuebas · 06 / 21 / ’26 · 5 min read
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Let’s compoundsomething together.

§ 06 — Start a conversation

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