The healthcare data platform that you own — and trust.
Closed data warehouse platforms lock your data in their system. DIY warehouses leave all the hard work to you. Acumen delivers actuarial-grade, analytics-ready claims data directly into your Snowflake, BigQuery, Databricks, or any other data warehouse instance — so you get expert data infrastructure without giving up control.
Closed platforms limit what you can ask
Springbuk, Merative, Health Catalyst — your data lives in their environment. Every custom analysis is a feature request or a professional services engagement. Your actuaries can't reach the underlying tables. Your BI team is stuck in their UI. You pay for what they decided to build.
DIY warehouses demand more than you bargained for
Snowflake and BigQuery are blank slates. Someone has to ingest messy payer files, normalize eligibility, deduplicate claims, build enrichment logic, and QA everything — every month. That's a permanent analytics engineering burden, and errors are expensive.
We do the hard work. You own the result.
Ingest
Multi-payer claims, eligibility & encounter data ingested across formats
→Normalize & QA
Cross-payer normalization, deduplication, actuarial-grade quality checks
→Enrich
Risk scores, episode grouping, service categorization, IBNR structures
→Deliver
Analytics-ready tables written directly into your warehouse instance
→Analyze
Your team uses any tool they want — no new UI to learn
How We Compare
Acumen vs. the alternatives
| Capability | Closed Platforms | DIY Warehouse | Acumen |
|---|---|---|---|
| You own the data environment | Vendor's system | Yours | Yours |
| Healthcare-specific ingestion & QA | Included | You build it | Included |
| Actuarial-grade enrichment | Black-box logic | You build it | Transparent & auditable |
| Use any BI / analytics tool | Vendor UI only | Any tool | Any tool |
| CFO-defensible numbers | Often questioned | Depends on your team | Actuarially validated |
| No vendor lock-in | High lock-in | No lock-in | No lock-in |
| Internal engineering burden | Integration overhead | Very high | Minimal |
Analytics-ready tables include
Risk scores — validated HCC and other risk adjustment models
Episode groupings — transparent, auditable episode logic
Service categorization — POS, revenue code, bill type, DRG
IBNR-supporting structures — claims lag and runout modeling
Contract-level financial tables — PMPM, benchmark, performance views
Your warehouse, your toolchain
Acumen is warehouse-agnostic. Our tables land in your environment — query them however your team works.
Warehouse"Closed platforms give you their answers. Acumen gives you the data to find your own."
Ready to own your data and trust it too?
Actuarial-grade data infrastructure for risk-bearing healthcare organizations.