Every domain has its own data challenges—regulatory requirements, domain schemas, and operational realities that only show up in production. Here’s where we’ve built that depth.
We also bring extensive experience supporting B2B and enterprise organizations—ERP-driven data, revenue operations, and cloud-native platforms.
5+ years across payers, providers, and health tech platforms
The challenge:
PHI everywhere, HIPAA compliance non-negotiable, and data spread across EMRs, claims systems, and clinical platforms that don't talk to each other. We've built compliant pipelines, migrated enterprise healthcare clients to new platforms, and consolidated clinical and billing data into governed warehouses that actually pass audit.
U.S. Navy, Defense Logistics Agency (DLA), SAP-backed ERP and financial analytics
The challenge:
Massive transaction volumes, complex SAP-derived financial data, and audit requirements that don’t flex. We’ve built Unity Catalog–governed lakehouse pipelines processing $50M+/month in transactions, with reconciliation logic, lineage tracking, and access controls aligned to federal and DoD expectations.
Investment firms, gaming/hospitality finance, compensation modeling
The challenge:
Fragmented data across Salesforce, operational systems, and legacy SQL—with stakeholders who need numbers they can trust yesterday. We've modernized reporting ecosystems, built secure compensation models, and recovered millions in unbilled revenue through better data reconciliation.
Cloud-native data platforms, product analytics, and revenue metrics
The challenge:
SaaS businesses need fast, trustworthy visibility into usage, adoption, retention, and revenue—often across product events, billing systems, CRMs, and support platforms. We build scalable lakehouse architectures that support telemetry pipelines, customer 360, and metrics leaders can operate on.
Geothermal energy, global manufacturing, supply chain
The challenge:
Decades of operational data trapped in Excel files, legacy SQL, and tribal knowledge. We've unified 18+ years of drilling logs into governed Delta schemas, built predictive maintenance models, and delivered supply chain analytics across North American operations.
Fortune 100 intellectual property management
The challenge:
Complex enterprise migrations where data quality directly impacts patent and trademark portfolios worth billions. We've built scalable ETL pipelines for IP management platforms, automated key-mapping logic across multi-tenant deployments, and delivered analytics supporting patent, trademark, and licensing decisions.