Results

Results, not decks

Client engagements and the product work that came before them.

Rebuilding the workflow that ate half the week

Marketing and communications agency · 18 clients · team of contractors

50 to 60%

of the week spent on one workflow

1,000+

event flyers a year, each in three sizes

1 FTE

of capacity added

The situation

One workflow ran the business: Turning event flyers into client emails across four different email platforms. Everyone on the team had used ChatGPT for something and one account manager had built her own reusable prompts. The workflow itself hadn't changed in years. A textbook L2.

What we did

  • Mapped the workflow with the account managers who ran it, using their own hours tracking as the baseline
  • Piloted with three clients on three different email platforms instead of the easiest one
  • Wrote down the judgment calls that had only lived in people's heads
  • Built the AI version with the team: Email drafts generated from the flyers, the promotional planner, and past emails in each client's voice, reviewed by the account manager before sending
  • Set ground rules and handed it over

The result

The capacity of one additional FTE and one outsourced process eliminated. The team runs it themselves.

GenAI documentation for autism therapy clinics

AI behavioral health platform · Principal Product Manager

Up to 75%

faster clinical report generation

50%+

month-over-month growth on the core product

~25%

of total portfolio usage and revenue

The situation

Clinicians at autism therapy clinics spent hours on diagnostic reports, reassessments, and session notes. The work pulled them away from patients and had to hold up in a regulated clinical setting.

What I did

  • Led product for a portfolio of AI tools: Diagnostic report builders, reassessment tools, quality assurance scanners, and session note generators
  • Set direction for applied AI experiments with a newly formed engineering team, focused on documentation accuracy and clinician trust
  • Partnered with sales and customer success on pilots and configurations for enterprise clinics

The result

Report generation up to 75% faster. The core product grew more than 50% month over month and reached about a quarter of total portfolio usage and revenue.

Scaling a self-funded health benefits platform

Health benefits startup, acquired in 2021 · first product hire

$100M+

in medical claims supported

~10,000

members served

50%+

less analytical effort

The situation

An early-stage health plan for self-funded employers needed a product function from scratch: A long-term vision, a roadmap, and operations that could keep up with growth.

What I did

  • Built the vision and roadmap for a marketplace that aligned member, provider, and employer incentives
  • Redesigned member onboarding and billing workflows with 20+ stakeholders across the company
  • Launched a standardized medical plan design to simplify purchasing and make operations consistent
  • Built the analytics data model and Looker reporting and rolled out company-wide operating procedures

The result

Scaled to support over $100M in medical claims and nearly 10,000 members, cut analytical effort by more than half, and improved member payment collection by double digits. The company was acquired in 2021.

Tell me what you've tried so far

Thirty minutes, free.