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Fractional AI & Product Founder

Everyone's using AI.
Nobody's transforming with it.

Partnering with CEOs and founders to deploy AI-native workflows and agents in days. On-site. On-prem. Partnering with CEOs to deploy AI-native workflows and agents in days. On-site.

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The problem · 01

Your teams use AI.
But most are stuck at Level 1–2.

AI-native companies aren't 20% more productive — they're unlocking 100× more capabilities.

Stuck
Level 01
Thought partner
Individuals ask AI for ideas and answers. One-off prompts, no workflow change.
Tool: ChatGPT tab
Most individuals
Level 02
Personal assistant
Individuals complete tasks faster. Time saved, but the org still runs the same way.
Tool: Copilot · 30% adoption
Real impact here
Level 03
Agent Teammates
Real work accelerates. New capabilities lift margins and grow revenue.
Tool: Team and workflow agents
The destination
Level 04
Agent Operating System
The org runs on agent intelligence. Company, teams and projects are connected.
Tool: Multi-agents in a system

The path from Level 2 to Level 3 is crossable in weeks, one function at a time.

Level 1–2, in one line

We deployed AI. We bought subscriptions.

30% ChatGPT & Copilot adoption 0 workflows changed 0 proven ROI Monthly committee, nothing shipped
Who I am · 02

I've operated at Level 3–4 for years.

John Tan
John Tan
Founder · nativefirst.ai
Background
Ex-CEO, Depict (Y Combinator) · Operator
Source library
17 AI-native company playbooks
Daily stack
Claude Fable 5 Codex GPT 5.5 Cursor gstack Lovable Granola Obsidian Perplexity

I'm the ex-CEO of Depict (YC). The team went on to found Lovable, Legora, and Tandem Health. I run all work and my personal life on agents by default.

I'm not a strategist who read a blog post and made a deck. I'm an operator who embeds inside your team, has been living this for years, and knows exactly what it takes to get there. Not remote. In your office, with you and your team.

Engagements · 03

The diagnostic is the door.
Everything starts there.

Currently at capacity. Join the waitlist for the next opening.

Proof · 04

7 teams live.
Seventeen company playbooks.

Live companies · 2026

Waitlist open.

Forward Deployed Founder · 6 months · EU scaleups
  • First agent live in days; adopted and used by the teams daily.
  • Strategy decisions that took hours now take under 10 minutes
  • Phased rollout: primary user → full project and team. Measurable adoption at each step.
The source library · what I install from

17 company playbooks.

Agents, workflows, and operating patterns from the best AI-native companies
  • Anthropic · OpenAI · Google · Perplexity · Block · Shopify
  • Cursor · Cognition · Harvey · Sierra · Zapier · Midjourney · Notion · xAI
  • Ramp · Coinbase · Box – patterns that transfer to non-AI-native orgs
Operator Notes
All posts →

Common questions.

What is a Forward Deployed Founder?

A Forward Deployed Founder embeds inside your company as both strategic lead and individual contributor. They define where AI deployment goes next, lead cohesive agent orchestration across functions, and ship the actual agents and workflows themselves — not a separate team later. Unlike a Fractional Chief AI Officer who advises and delegates, a Forward Deployed Founder stays in the system until it works.

The model gives scaling technology companies senior AI execution capacity without a full-time executive hire and without the 6–18 month recruiting lag.

Why is AI deployment harder than AI adoption?

OpenAI raised $10 billion to build a dedicated Deployment Company specifically because companies already want AI but lack the teams, workflows, data access, security rules, and operating discipline to install it safely inside real business processes. The models exist. The willingness exists. What is missing is the operator who can connect AI to real company data, build permission and review layers, instrument outputs for production reliability, and iterate until the system runs at scale.

How much does a Fractional Chief AI Officer engagement cost?

nativefirst.ai pricing is structured in three steps. The Diagnostic is free. The First Pilot is a fixed-fee engagement covering 2–4 weeks of on-site embedded delivery resulting in one production-grade agent or workflow. Pricing is discussed during the Diagnostic.

The First Pilot functions as a paid trial before committing to the monthly Install. For context: OpenAI's Deployment Company model is reported to cost portfolio companies over $1 million per year for embedded engineers. nativefirst.ai delivers the same model for scaling tech companies at an accessible price point.

All 12 questions →

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AI is moving fast.