Snowflake Data Engineering for Healthcare
We modernize data platforms, build trusted, reusable data products, and make your organization ready for AI—without the buzzwords. Senior advisory plus tactical delivery, tailored for healthcare.
Cloud-native architecture
Design, guardrails, and governance on Snowflake.
Data trust built-in
Quality, lineage, and roles from day one.
Fast, high-value wins
Targeted use cases that compound.
AI readiness
Clean, standardized assets for AI/ML.
About us
CerebralEdge is a hyper‑focused, high‑trust consulting partner dedicated to Snowflake data engineering for healthcare. Our approach is pragmatic, outcomes‑driven, and designed to de‑risk analytics and AI.
- Modernize data platforms using Snowflake and cloud‑native tools.
- Establish foundational data quality and governance.
- Enable AI/ML readiness by cleaning and standardizing data assets.
- Deliver foundational, shareable data products for deep analytics and AI.
- Prioritize fast wins, high‑value use cases, and recurring engagement.
Problems we solve for Healthcare Data Leaders
Tactical vs. Strategic Focus
Data teams struggle to balance day-to-day tasks with the development of high-impact, strategic solutions.
Data Quality Issues
Ungoverned, inconsistent dashboards and reports and poor data quality, lead to flawed decision-making.
Lack of Interoperability
Inconsistent data feed types and formats lead to manual, brittle, burdensome processes that are impossible to automate and scale.
No Single Source of Truth
Data scattered across disparate systems prevent comprehensive understanding of operations, financials and patient outcomes.
Not ready for AI
Inability to support multi-modal & multi-frequency data from an Enterprise Data Platform inhibits development of AI/ML solutions.
Built for dependable outcomes in healthcare data
We prioritize durable foundations—governance, quality, and reusability—so analytics and AI can scale safely and responsibly.
Sell readiness, not hype
We focus on AI Readiness—not buzzwords—so your investments compound.
Data engineering + Architecture focused
We specialize in platforms and data products—not dashboard churn.
Strategic advisory + Tactical execution
Seasoned healthcare leaders paired with tactical, sleeves rolled up execution engineers.
Healthcare standards
Deep Snowflake, FHIR, and OMOP expertise for interoperable data.
Services
We help healthcare organizations build trustworthy, reusable data products on Snowflake.
We design sustainable, scalable Snowflake platforms with clear environments, guardrails, and cost controls.
- Migration strategy from legacy SQL/EDW/Clarity/Caboodle etc.
- Environment design and setup (dev/test/UAT/prod) + cost optimization.
- Role‐based access controls, audit monitoring, and usage governance
Move beyond datasets to reusable, domain‐driven products with ownership, SLAs, and trust built‐in.
- Blueprints: Claims, Encounters, Lab Results, Patient 360 insights
- Standard deliverables: metadata, SLA, ownership, trust score
- Clear semantic layer, query interfaces and self‐service enablement
Build and operationalize standards‐based exchange to meet CMS/ONC requirements and partner integrations.
- FHIR, HL7 interfaces and open data models (e.g. FHIR, OMOP)
- External API ingestion/publishing
- Vendor/partner data pipelines (e.g., AI/ML developers, Payers, HIEs)
Make trust measurable and continuous with DQ integrated into Snowflake pipelines and workflows.
- Data Trust Scorecards
- DQ embedded into pipelines with logging and alerting
- DQ improvement and governance workflows
Contact
Ready to assess AI readiness or plan your Snowflake roadmap? Let’s talk.