AN AGENTIC HOLDING COMPANY

Companies built and run on agentic systems.

Cornerstone Group applies generative AI and agentic systems to the work that usually takes headcount — building software, answering customers, running operations. Our platform, Agent OS, builds the software and runs the business behind every company we own. And we install the same model inside other businesses to transform how they run.

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01 · THESIS

Agentic systems change what a small team can operate.

Controlled studies now measure what generative AI does for real work: more output, done faster, often at higher quality. Agentic systems chain those gains into work that actually gets done — supervised, recorded and repeatable. The leverage is greatest where overhead is heaviest relative to the size of the team.

THE EVIDENCE
+14%
more customer-support issues resolved per hour with a generative AI assistant — and +34% for newer, less experienced agents.1
55.8%
faster completion of a programming task by developers given an AI pair programmer, in a randomized trial.2
+40%
higher-quality work, 25.1% faster, from 758 BCG consultants using AI on tasks within its reach. Outside that frontier they were 19 points less likely to be right — which is why we supervise.3
WHERE WE APPLY IT
OWNER-OPERATORS · SELLING

A business a buyer can underwrite

Most small companies run through one person. We replace owner dependence with documented, auditable operations before the sale.

20–30%
of businesses that go to market actually sell, by one industry estimate — while Baby Boomers own 51% of U.S. businesses.4
OWNER-OPERATORS · STAYING

Their time back

Intake, follow-up and the daily admin run on their own, so the owner makes the decisions instead of taking every call.

52%
of callers to home-services businesses speak with a person, across 70 million+ calls. The rest is demand the business already paid for.5
SOFTWARE

A software company of one

One founder, no outside capital: agents build, test and ship the product and run the operations around it. Cornerstone Group is our own test of that premise.

23.7% → 36.3%
share of new U.S. startups with a solo founder, 2019 to mid-2025 — yet solo-led companies drew just 14.7% of 2024 priced-round cash.6
02 · PLATFORM

Agent OS builds the software and runs the business.

It is our lever: the reason a company here doesn't need a department for every function. Every Cornerstone company runs on it — and so does Cornerstone Group itself. A new company inherits all five functions on its first day.

ENGINEERING01

From intent to production

Describe the outcome. Agent OS turns it into planned work and coding agents build it — with the engineering and DevOps a team would normally staff built in: testing, review, deployment and monitoring. The founder approves what gets built and accepts what ships.

COVERS THE WORK OFCTO · engineering · DevOps
GROWTH02

From first contact to booked job

Leads are answered in minutes and followed up until they book, each one traced back to where it came from. Our growth engine extends this to running the campaigns that bring them in.

COVERS THE WORK OFCRO · sales · marketing
OPERATIONS03

From plan to done

Work is broken into owned tasks, monitored as it runs and reported without anyone asking. The routine runs on its own; exceptions go to a person.

COVERS THE WORK OFCOO · operations · reporting
FINANCE04

From invoice to cash

Billing, payments, collections and reporting run as supervised workflows, with every dollar traced from the first invoice to the books.

COVERS THE WORK OFCFO · billing · payments
STRATEGY & GOVERNANCE05

From goal to decision record

Goals become initiatives, initiatives become approved plans, and every decision is recorded with who made it and why — the discipline of a chief of staff, built in.

COVERS THE WORK OFChief of staff · PMO · governance
SUPERVISED BY DEFAULT Agents propose and people approve. Every action is labeled real, partial, proposed or mocked, and kept on the record — the trail a partner or buyer asks for. Autonomy is earned in stages, never assumed.
03 · PORTFOLIO

The companies are the validation.

Each one was built by Agent OS and is run on it. Each solves one operating problem for owner-operated service businesses — and becomes a component we can bring to the next engagement.

Second LineSERVICES
LIVE

When the owner can't pick up, Second Line texts the caller back within minutes, learns what they need, and sends the owner a clean summary — so no job is lost to a missed call.

Customer
Home-service and trades businesses
Component
Missed-call recovery and intake
secondline.services →
skipstone PROTOTYPE

Paid acquisition run end to end: campaigns in the owner's own ad accounts, tracking from click to booked revenue, and intake and follow-up that run without the owner.

Customer
Local service businesses
Component
Demand generation and revenue tracking
In prototype · not yet available
Your business INSTALLED

The model behind our companies isn't limited to them. We install Agent OS and the way we operate inside an existing business, and transform how it runs — whatever the industry.

You bring
The business
We install
Platform and operating model
Talk about your business →
04 · IN YOUR BUSINESS

An operating overhaul, run as a partnership.

Whether the goal is a sale, room to grow or simply a saner week, the work is the same. Nothing is switched on without the owner's approval, and nothing is reported as done until it is.

  1. I

    Assess

    Map how work really moves: where it waits on the owner, where revenue slips, and where the hours go.

  2. II

    Install

    Deploy proven components from our own companies, each with one bounded job, on a single operating platform.

  3. III

    Operate

    Run the new layer alongside the team. Agents propose, people approve, and every action is on the record.

  4. IV

    Keep or transfer

    Keep it running for an owner who is staying, or hand over documented, auditable systems ready for diligence.

05 · PARTNERS

Who we work with.

OWNER-OPERATORS

Selling, scaling or staying saner

Businesses where the work has outgrown the team, or still runs through the owner.

ANY INDUSTRY

Install the model

Leaders who want our platform and operating model installed in their company to change how it runs.

INVESTORS AND ACQUIRERS

An operating partner

Buyers and searchers who want small companies modernized after close.

BROKERS AND ADVISORS

Sell-side preparation

Advisors whose clients would sell more cleanly with owner-independent operations.

LEADERSHIP
Wade Urich
FOUNDER
LinkedIn →

Wade builds products and systems that turn data into decisions. For more than 13 years he has worked where data platforms meet the organizations that run them — starting in product operations, running critical processes across large teams, then leading product for data-collaboration and advertising-activation platforms.

He was at Datalogix from its startup years through its acquisition by Oracle, then led product as a senior director across Oracle Data Cloud and Oracle Health — building strategy with marketing, sales and engineering at the table rather than handing work downstream. Agent OS applies that same discipline — clear operating models, explicit decisions, accountable owners — to a company of one.

CONTACT

Start a conversation.

Tell us about the business, the partnership or the role you have in mind. Conversations are confidential.

Email Cornerstone Group
Email
wade@crnrstngrp.com
Based in
Fort Collins, Colorado
Entity
Cornerstone Group LLC

NOTES

  1. Brynjolfsson, Li and Raymond, “Generative AI at Work,” Quarterly Journal of Economics 140(2), 2025.
  2. Peng, Kalliamvakou, Cihon and Demirer, “The Impact of AI on Developer Productivity: Evidence from GitHub Copilot,” 2023.
  3. Dell’Acqua et al., “Navigating the Jagged Technological Frontier,” Harvard Business School Working Paper 24-013, 2023.
  4. Exit Planning Institute, “State of Owner Readiness” research.
  5. Invoca, “Home Services Lead Conversion Benchmarks Report 2026,” July 2026. All inbound calls; the share reaching a person rises to 73% for calls over 30 seconds.
  6. Carta, “Solo Founders Report 2025,” December 2025. U.S. companies on Carta.