David Linhardt · Track Record

Eight companies founded. Five Fortune 500 business units. Eight products shipped with AI this year.

Everything on this page is a thing I built or ran, with the number it produced. Where a number is a plan rather than a result, it says so.

01 — Built with AI in 2026

Eight production products since February. Just me & AI.

02 — New lines of business inside Fortune 500 companies

Five business units, built or turned around.

CompanyRoleWhat I built or turned aroundResult
Amazon2019–2020 Senior Leader & Entrepreneur-in-Residence (L7) New B2B custom-merchandise business, from blank PRFAQ to funding approval and launch
Case study →
$350MM year-one revenue plan at 35% margin, approved; launched with early customers
AT&T Wireless1996–1998 Director, Marketing & Product Created Digital One Rate, the flat-rate national plan that moved the industry to digital
Case study →
$1.5BN added to market cap in 90 days
Experian1998–2001 VP, Marketing, Product & Strategy — TEC Turned around a $57MM division by asking its customers what the team had stopped asking
Case study →
–15% to +12% annual growth in under ten months
Yesmail2001–2003 SVP, Data Services Repositioned from email list manager to omnichannel data business
Case study →
First profitable year in company history: –$6MM to +$1.2MM EBITDA in 15 months; sold to InfoUSA
Procter & Gamble1992–1994 Product Development Engineer Oral care product development (Crest, Scope, Peridex) Business case and roadmap for a U.S. launch
03 — Companies founded

Eight founded. Seven profitable. Three exits.

CompanyYearsWhat it wasResult
e360Insight2003–2008Email performance-prediction platform, 500M+ emails/month
Case study →
202% annual growth, 48 consecutive profitable months; acquired
BargainDepot2003–2008E-commerce with in-house fulfillment
Case study →
Profitable in month one; bootstrapped to $3MM revenue; acquired
Acquisition Science2004–2021Opt-in consumer database, 250M+ records
Case study →
Profitable for 17 years; exited
LegitLead2013–2016Lead-scoring SaaS for education
Case study →
Outperformed the category leader 5×; profitable; sold
Datalove2020–2021Life-event targeting for custom audiencesProfitable; pivoted to loyalty
ComeWith2021–2023Real-world social platform
Case study →
30K users, 20K in-person meetups across 60 cities
Joyride2024–Rideshare model built around drivers
Case study →
Profitable
FounderDojo2013–Startup validation program and the Founder's Workbench SaaS83% of trained founders profitable or exited twelve years on (n=6)

The studio behind them.

Maverick Direct Marketing / MCDM Holdings (2003–2018) built five profitable companies in a row on about $5K of invested capital, a 1,460× cash-over-cash return.

InsightStudios (2021–) is the current studio, and the vehicle for the sponsor-backed AI venture studio.

04 — Education

Harvard MBA. Purdue engineer.

1996

Harvard Business School

MBA

1992

Purdue University

B.S. Chemical Engineering

Proven validation method.

Integrate customer insight into product and business model design.