— Case Studies

Proof, not promises.

Real results building and scaling businesses — from bootstrapped startups to Fortune 500 turnarounds. Each story is the same pattern: find the customer problem, solve it with product, and build a business that grows fast.

New — video series

Deep Dive Videos.

Watch how we apply AI to product development — real engagements, real numbers, including a 96% cycle-time reduction.

Watch the series
— Selected work

Our method, in action.

AT&T Wireless · Wireless

How 48 hours with customers created a $1.5B business in 90 days.

A "proven" launch playbook flopped in three days. Direct customer conversations produced the insight behind AT&T Digital One Rate — and reset the entire wireless industry.

$1.5B Market-cap increase in three months
Read the case study →
Yesmail · Email marketing

Tripling a company's value in 18 months.

A publicly traded email company was losing $5MM a year. A shift to a data-first strategy and three new products turned it profitable — and led to a sale to InfoUSA, with no new capital.

Valuation increase, no new capital
Read the case study →
Experian · Information services

From a -15% decline to +12% growth in under 10 months.

Experian's $57MM TEC division was shrinking every year. A customer-centric growth strategy reversed the decline — and turned it into a growth engine for the company.

+12% Top-line growth, reversed from -15%
Read the case study →
e360Insight · Email marketing

AI email personalization that lifted performance 400%.

In the "spray and pray" era of email, we built ML models that predicted response and conversion across a 100MM+ database — enabling purely performance-based campaigns. Profitable in three months, then acquired.

+400% Performance efficiency
Read the case study →
BargainDepot · E-commerce

From zero to $5MM, profitable from month one.

Mining our 200MM-record email database for buyer signals, we launched a targeted discount e-commerce business and scaled it to $5MM+ — profitable every month, then sold to a strategic buyer.

$5MM Revenue, profitable from month one
Read the case study →
Acquisition Science (A16E) · Consumer data

A data asset turned into 240 months of profit.

We turned the behavioral data inside our own businesses into a product — building one of the largest suppliers of consumer omnichannel data, profitable for 20 straight years.

240 Consecutive months of profitability
Read the case study →
Amazon · E-commerce / B2B

A new line of business inside Amazon, targeting $350MM.

Amazon had world-class on-demand manufacturing but no business selling custom merchandise to corporations in bulk. We built the entry strategy and launch plan for an $82 billion market.

$350MM New-revenue plan at 35% contribution margin
Read the case study →
LegitLead · Lead-scoring SaaS

Predictive lead scoring, 5× more efficient than the market leader.

In for-profit education, buyers couldn't tell good leads from bad. We built a machine-learning platform that predicts which inquiries convert to enrolled students — and beat a $4 billion incumbent 5-to-1.

Lead-conversion efficiency vs. the market leader
Read the case study →
ComeWith · IRL social

A cure for loneliness — 30K users, growing 107% a month.

ComeWith got people off their screens and into real life. In 90 days it launched in 60 cities, curated 550+ experiences, and brought 20,000 people together, face-to-face.

107% Month-over-month user growth
Read the case study →
Joyride · Rideshare / AI-native build

A 9-month MVP, built in 30 days by one person.

The estimate was three engineers and nine months. We handed the product manager Claude Code instead — and shipped the MVP plus additional features in 30 days, for $100 a month in tokens.

96% Cycle-time reduction — 2,268 hours to 84
Read the case study →
Want results like these?

Let's talk about driving growth in your company.

How we help Get in touch