Heavy Light
en·it
→
AI company · Two pillars

We build theAI-era
web.

AI implementation inside companies, and an AI-native web agency for the post-Google era.

Start a projectWhat we do
Heavy Light · 2026
Two pillars

What we do.

Two offers, one operating system: AI implementation inside companies, and web work built for discovery in the post-Google era.

Pillar I

AI Implementation

We embed AI inside companies. Not chatbots, real systems that change how work gets done.

  • Agents
  • Automation
  • Copilots
  • RAG
Explore AI
Pillar II

AI-native Web Agency

Fast sites, fast to ship, optimised for the assistants that increasingly drive discovery.

  • Next.js
  • Branding
  • GEO/AEO
  • Performance
Explore Web
Capabilities

Six things we ship.

All under one roof. No silos, no agency-supermarket.

  • Strategy01

    AI Strategy

    Audit, use-case ranking, ROI modelling.

  • Build02

    Custom Agents

    Operations, sales, support. Agents that own outcomes.

  • Web03

    Web & E-commerce

    Next.js, headless, GEO-optimised.

  • Visibility04

    Generative SEO

    Engineered to be cited by AI assistants.

  • Identity05

    Brand & Tone

    Naming, logo, system, voice.

  • Ops06

    Automations

    Workflow pipelines connecting your stack.

Process

From audit to ship.

Heavy substance, light delivery. Weeks instead of months. Small, focused team, no waste.

01

Audit

We map your operations and your customers' journey to find where AI changes the math.

02

Roadmap

Use cases ranked by impact and feasibility. A 90-day plan, not a 200-page deck.

03

Build

We ship fast. Weeks, not months.

04

Ship & measure

Live in production with telemetry. Iterate on real signal, not slides.

Manifesto

Five things we hold true.

  1. I.

    AI is material, not a feature.

  2. II.

    Heavy substance, light delivery.

  3. III.

    The web is rewritten by assistants. We build for that web.

  4. IV.

    Numbers matter. Taste matters too.

  5. V.

    Few clients. Each one shipped right.

Heavy Light · Manifesto
Selected work

Recent work.

A small number of projects per year, each shipped end-to-end.

All work
Web · AI · GEO2026

PL Costruzioni

Custom website + 24/7 AI chatbot + full GEO/SEO for an Italian construction firm. Shipped in under 14 days.

Outcomes
  • 14-day build
  • Indexed in <60 min
  • Lighthouse SEO 100
plcostruzioni.com
Team

Two founders. A small studio.

Heavy Light is a small studio, founded by two partners who design and ship in person. A handful of clients per year, each owned end-to-end.

Founders
F

Federico Marchini

Co-founder · Strategy & AI

Builds AI products. Comes from product strategy and engineering. Owns the AI implementation pillar.

M

Matteo Nesiti

Co-founder · Design & Web

Designs and ships. Background in branding and web craft. Owns the AI-native web pillar.

Journal

From the journal.

Notes on AI, the post-Google web, and what we learn shipping production systems.

All articles
Coming soon

We're writing the first notes.

Articles on AI, GEO, and what we learn building. Leave your email. No spam, just a note when something good ships.

One note every few weeks, never sooner.

Contact

Have an idea?Let's talk.

We reply within 48 hours. If it's a good idea, we'll tell you how we'd build it. If it's not, we'll tell you anyway, honestly.

Email usOr book a call
hello@heavylight.co