PatientFi Tech Stack

Point-of-sale financing platform for elective medical procedures

Financial Services Orange County, CA 51–200 employees Founded 2017 Privately Held

PatientFi finances elective healthcare through a network of medical practices—plastic surgery, dermatology, fertility, dentistry, and others. The tech stack is heavily GCP-based (BigQuery, Dataflow, Pub/Sub, Bigtable) with analytics and experimentation tooling (Looker, Heap, Mixpanel, LaunchDarkly), revealing an organization investing in real-time data infrastructure and rigorous A/B testing. Active hiring in sales and data roles, paired with concurrent development of credit risk and fraud detection models, signals scaling both customer acquisition and underwriting sophistication.

Tech Stack 16 technologies

Core StackZoom Python Looker BigQuery Mixpanel Amplitude SQL LookML GCS Dataflow Cloud Pub/Sub Bigtable GCP Heap Google Analytics 4 LaunchDarkly

What PatientFi Is Building

◆Challenges

Increasing patient conversions
Improving treatment accessibility
Expanding patient access
Managing credit and fraud risks
Compliance with lending regulations
Improving conversion rates
Reducing drop-offs
Optimizing approval rates
Supporting loan origination growth
Enhancing liquidity

▲Active Projects

Onboarding new fertility practices
Attending fertility tradeshows
Training clinic staff on patientfi platform
Credit risk and fraud detection models
Quantitative risk models (cecl, prepayment, warm, pd/lgd)
Looker dashboards for model performance
Rigorous experimentation program
Design system
Closing elective medical practices
Transitioning newly enrolled practices

Hiring Activity

Accelerating6 roles · 4 in 30d

Department

Sales

Data

Finance

Product

Seniority

Mid

Junior

Manager

Principal

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About PatientFi

PatientFi operates a point-of-sale lending platform that enables patients to finance elective medical treatments across a nationwide network of provider partners. Founded in 2017, the company serves aesthetic, dental, fertility, and vision-related specialties. The business model links patient financing with practice enrollment and staff training, managed through a combination of sales partnerships and internal operations. Current focus areas include expanding fertility practice coverage, building quantitative risk models (CECL, prepayment, PD/LGD forecasting), and running controlled experimentation to lift conversion rates and approval thresholds.

HeadquartersOrange County, CA

Company Size51–200 employees

Founded2017

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does PatientFi use?

PatientFi's core stack is Google Cloud Platform (BigQuery, Dataflow, Pub/Sub, Bigtable, GCS), complemented by Python and SQL. Analytics and experimentation run on Looker, Heap, Mixpanel, Amplitude, Google Analytics 4, and LaunchDarkly.

What is PatientFi working on?

Key projects include onboarding fertility practices, building credit risk and fraud detection models, implementing quantitative risk models (CECL, prepayment forecasting), and running a rigorous experimentation program to improve conversion and approval rates.