Industries
Domain depth meets technical excellence
We don't parachute general-purpose engineers into specialized industries. Our teams include former practitioners who understand the regulatory constraints, data quirks, and business models of the sectors we serve.
Financial Services
Where milliseconds and data quality are regulatory requirements, not aspirations.
Financial institutions operate under the strictest data requirements of any sector. We've delivered real-time fraud detection pipelines, regulatory data lineage systems, and AI-powered customer service platforms for banks, insurance carriers, and asset managers — each one built with compliance as a first-class concern, not an afterthought.
Proven Outcomes
Real-Time Fraud Detection
Kafka-based streaming pipelines processing 500K+ events/second with sub-200ms fraud scoring latency.
Regulatory Reporting (BCBS 239, GDPR)
End-to-end data lineage with Microsoft Purview satisfying Fed and SEC audit requirements.
Risk Analytics Platforms
Azure Synapse-based platforms unifying credit, market, and operational risk data in real time.
Agentic AI for Banking
Multi-agent GPT-4o systems handling customer inquiries, dispute resolution, and product recommendations.
SSIS / Legacy Migration
Zero-downtime migration of legacy SSIS and Oracle systems to Azure cloud platforms.
Anti-Money Laundering (AML)
Graph-based transaction monitoring and ML anomaly detection integrated with existing compliance workflows.
Healthcare & Life Sciences
HIPAA-compliant platforms where data quality is a patient safety issue.
Healthcare data is fragmented, sensitive, and clinically significant. We've built HIPAA-compliant data platforms spanning hundreds of facilities, automated FDA-audit-ready data quality frameworks for clinical trials, and population health analytics that drive proactive intervention. Our team understands HL7, FHIR, and the unique challenges of healthcare data integration.
Proven Outcomes
HIPAA-Compliant Data Platforms
Azure-native healthcare platforms with field-level encryption, audit logging, and role-based access mapped to clinical roles.
Clinical Trial Data Quality
Automated FDA 21 CFR Part 11-compliant quality frameworks with 500+ validation rules and real-time audit trails.
Population Health Analytics
Risk stratification models and care gap analytics identifying high-risk patients before acute episodes.
EHR / EMR Integration
HL7 FHIR pipelines integrating Epic, Cerner, and other EHR systems into a unified analytical layer.
Revenue Cycle Analytics
Claims denials analytics, payer performance dashboards, and coding efficiency models reducing revenue leakage.
Interoperability Platforms
FHIR-native data exchange hubs enabling cross-facility analytics and CMS interoperability rule compliance.
Retail & E-Commerce
The retailers winning today are running on better data than their competitors.
Modern retail is a data competition. We've built Customer 360 identity graphs for millions of customers, real-time inventory intelligence platforms, AI-powered recommendation engines, and personalization systems that treat online and in-store as a single unified commerce channel. Our retail clients have generated measurable revenue lifts from data investments.
Proven Outcomes
Customer 360 Identity Graph
Cross-channel identity resolution unifying POS, e-commerce, loyalty, and CRM into a single customer profile.
Real-Time Inventory Intelligence
Streaming inventory platforms syncing 800+ stores with e-commerce availability in real time.
AI Recommendation Engine
Hybrid ML recommenders with <50ms latency, increasing cross-sell and basket size directly in shopping interfaces.
Demand Forecasting
Time-series ML models predicting demand at SKU × store × week granularity, reducing stockouts and overstock.
Markdowns & Pricing Optimization
Dynamic pricing and clearance optimization models integrated with ERP pricing systems.
Supplier Analytics
End-to-end supply chain visibility platforms connecting supplier performance, lead times, and fill rates.
Manufacturing
From the shop floor to the boardroom — connected and intelligent.
Manufacturing data starts with IoT sensors on the shop floor and ends with financial performance at the board level. We've built predictive maintenance platforms that changed how 2,000-machine operations manage reliability, connected 75 global plants to unified analytics, and created OEE dashboards that give production managers real-time visibility into every line.
Proven Outcomes
Predictive Maintenance
Sensor fusion ML models forecasting equipment failures 14 days in advance, reducing unplanned downtime 78%.
IoT Data Pipelines
Azure IoT Hub + Stream Analytics pipelines ingesting millions of sensor readings per hour with edge pre-processing.
OEE Analytics
Real-time Overall Equipment Effectiveness dashboards integrating MES, ERP, and quality systems.
Global Plant Analytics
Multi-plant data platforms unifying 75+ facilities into a single analytics layer with plant-level drill-down.
Supply Chain Visibility
Supplier performance, materials traceability, and logistics dashboards built on a unified data lake.
Quality Management
Automated SPC (Statistical Process Control) monitoring with anomaly detection and non-conformance tracking.
Energy & Utilities
Regulatory, operational, and strategic data — all unified.
Energy companies manage vast operational data landscapes — SCADA systems, trading platforms, regulatory reporting, and ESG metrics — often siloed across decades of legacy infrastructure. We've unified 30+ operational systems for energy conglomerates, built FERC/NERC-compliant reporting platforms, and created capital allocation models powered by unified enterprise data.
Proven Outcomes
SCADA Data Integration
Real-time ingestion and contextualization of SCADA, DCS, and historian data into enterprise-grade analytics platforms.
Regulatory Reporting (FERC, NERC)
Automated regulatory data pipelines with full audit trail, ensuring 100% on-time compliance filing.
Trading & Risk Analytics
Real-time commodity trading risk dashboards integrating market data, physical positions, and financial exposure.
ESG Data Platforms
Scope 1/2/3 emissions tracking, water usage monitoring, and ESG reporting infrastructure for sustainability disclosure.
Grid Analytics & Optimization
Demand forecasting, load balancing analytics, and renewable integration data platforms.
Asset Performance Management
Predictive maintenance and asset lifecycle analytics for generation, transmission, and distribution assets.
Government & Public Sector
Modern data platforms built for public accountability and scale.
Government agencies face unique challenges: massive data volumes, strict security requirements, citizen privacy obligations, and the need to serve diverse user populations — from data scientists to elected officials. We've consolidated hundreds of siloed Excel reports into governed analytics platforms, built citizen-analytics tools, and implemented audit-ready data governance for state and federal agencies.
Proven Outcomes
Enterprise Analytics Consolidation
Replacing hundreds of disconnected Excel reports with governed Power BI platforms and enterprise semantic models.
FedRAMP-Aware Architecture
Azure Government and GovCloud architectures designed for FedRAMP Moderate and High authorization requirements.
Citizen Data Analytics
Population analytics, service delivery tracking, and program outcome measurement platforms.
Audit-Ready Data Governance
Microsoft Purview deployments satisfying OMB and GAO audit requirements with automated lineage and classification.
Legacy Modernization
Migration of mainframe and legacy on-premise systems to Azure Government cloud with zero service disruption.
FOIA & Open Data Platforms
Automated data discovery, redaction workflows, and public-facing open data portals built on Azure.
Your industry. Your data. Our expertise.
Every engagement starts with understanding your specific context — not a generic pitch. Let's talk about the data challenges unique to your business.
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