Services: Data Mining

Focused attention. Deeper discovery.

Post-pay findings become your pre-pay R&D—powered by layered analytics that synthesize contract and policy configuration logic, industry coding rules, and billing patterns to identify complex overpayment trends. We uncover the systemic issues inside claims data and translate them into insight your team can act on.

Why Penstock

Why health plans choose Penstock.

Health plans choose Penstock because our work goes deeper—and moves faster. We surface overpayment insights quickly and with enough clarity to inform pre-pay rules, reduce disputes, and prevent errors from recurring.

Faster velocity

Sophisticated overpayment concepts deliver dollars back quickly—we identify savings within days, not weeks.

Fewer provider disputes

Accurate, well-supported reviews reduce downstream questions, disputes, and friction with your network.

Know the “why”

Clear documentation that explains the “why,” is defensible, and supports pre-payment mitigation.

White-glove partnership 

Dedicated client services, rapid responses, ongoing support, and tailored reporting.

4-6+

new data-mining concepts each month

Always Looking Deeper

The power of ongoing
curiosity.

We treat your claims like a living system—always evolving, always revealing something new. Penstock’s continual analysis surfaces insights your team can act on immediately, strengthening accuracy month after month.

Built on Attention

The Penstock difference.

Our work is defined by attention—deep review, thoughtful investigation and clarity around why payments occur and how to improve them.

Let’s dig deeper, together

Has your PI strategy stalled? Big promises, flat results?

It might be time for a fresh look.

Contact Us