Sheet 1 of 1 — AI operations for founder-led teams — scale: lean

Stay lean.
Hire more people.
Outgrow your headcount.

Rev. note: growth used to mean hiring. Now it means agents.

Underdog drafts and builds the AI layer of your business. Working agents that fill the empty seats on your org chart, run your scorecard, and give you back your highest-value hours. Built with you in the room, not handed off.

2,000+ hours building with AI 15 years in the operator's seat Advises and builds. No handoff.
01 The shift

Growth used to mean hiring. Now it means agents. The teams that get this are punching two weight classes up. The teams that don't are bolting ChatGPT onto broken processes and calling it strategy.

What most teams are doing
  • A ChatGPT subscription nobody built a system around
  • An AI strategy deck that handed you homework
  • Processes documented in Google Docs that nobody executes
  • A founder still pulling every number by hand on Monday
What gets installed here
  • Agents holding real seats on your accountability chart
  • A scorecard that pulls and surfaces its own numbers
  • Top processes that execute themselves, not just exist
  • A founder working the hours only a founder can work
02 Punch above your weight, made literal

The company that should have fifteen people runs on five.

HumanFounder / Visionary
HumanOperations Lead
HumanSales
HumanDelivery
HumanCustomer Success
AgentScorecard runs itself
AgentCustomer follow-up
AgentContent engine
AgentReporting & recaps
AgentInbox triage
AgentOnboarding ops
AgentYour next hire, maybe not a person

Your accountability chart, after. Humans in the seats that need judgment. Agents in the seats that need consistency. Autonomy is earned in phases, so nothing runs unsupervised before you trust it.

04 The operator

Most AI consultants hand you a deck. I build the system and run it with you.

I'm Lauren. I've spent 15 years inside lean companies holding the seats you're stretched across right now: operations, customer experience, marketing. I ran a digital education company as COO. I know what Monday morning actually looks like when the founder is the bottleneck.

Then I spent 2,000+ hours building with AI. Not reading about it. Building agents, automations, and the operating layer that makes them useful. The 15 years tells me what to build. The 2,000 hours means I can build it.

  • 15 yrs

    Operations, customer experience, and marketing seats inside lean, founder-led companies.

  • 2,000+

    Hours building with AI. Working agents and systems, shipped and running.

  • 1 seat

    You work with the person who builds. No account managers, no handoff to a dev shop.

"Everyone has the same AI. The only thing that makes it useful is context. Setting up that layer is the job."

Lauren Smith-Pierson, founder of Underdog AI Studio

For solo operators & early founders

Not running a team yet? Book a session.

A one-on-one strategy session for solo operators and early founders building an AI-native business from the start. You bring your business and your questions. You leave knowing exactly where AI fits and what to build first, not a stack of tools to go research.

  • A clear follow-up plan your database would feel
  • A content approach that sounds like you wrote it
  • The one workflow to automate first
  • A straight answer on what to ignore
05 Straight answers
What does an AI operations consultant actually do?

Redesigns how your business runs so AI agents do real work inside it: pulling numbers, following up with customers, executing processes. The deliverable is a running system, not a strategy deck. I audit where your team's hours go, build the agents, and stay in the seat to run and improve them.

How is this different from hiring an AI consultant or an automation agency?

Most consultants advise and leave you to implement. Most agencies build tickets without understanding your operation. This is both jobs in one seat: 15 years of operating experience to decide what to build, 2,000+ hours building with AI to ship it. No handoff, no homework.

What size company is this for?

Founder-led companies roughly $1–5M in revenue that run lean on purpose, where the founder has become the bottleneck. If you have no in-house AI capability, that's the sweet spot: Underdog becomes your entire AI function. Solo operators can start with a mentor session.

Do I need to be technical?

No. This is built for teams that are AI-curious, not AI-native. Every system ships with plain-language documentation and your team trained to run it. Agents earn autonomy in phases, so nothing runs unsupervised before you trust it.

What's the first step?

The Buyback Audit. Two weeks, $5,000. You get a map of where your hours go and a sequenced roadmap of what agents take over first. You keep it whether or not we build together. Book a discovery call to start.

The timing

In 18 months, AI-native won't be an edge. It'll be the floor.