Case Study: Picwell achieves faster, more accurate healthcare recommendations with PromptWorks

Picwell - Customer Case Study

Picwell, a fast-growing healthcare startup building a data-driven recommendation engine from billions of anonymized claims, faced a development bottleneck—lacking the in-house developers and specialized expertise to build complex data pipelines, statistical models, and a robust API. They engaged PromptWorks for dedicated expert developers, Agile consulting, and team augmentation to accelerate product delivery without losing ownership.

PromptWorks assembled a dedicated team that built a fully automated data pipeline (Luigi, Jenkins), implemented statistical modeling with the Python data stack (NumPy/SciPy/scikit-learn), and developed a high‑availability API (Flask) with exhaustive integration tests, monitoring and Agile delivery practices. As a result, PromptWorks helped Picwell cut model build time from weeks to days, increase confidence in model accuracy through automated QA, and deliver a highly reliable API—while providing flexible, ongoing team augmentation as Picwell scaled.

Picwell

Ani Vemprala

CTO & Co-founder