Services & Solutions
End-to-end data systems engineering from ingestion to intelligence.
We design, build, and operate scalable lakehouses, low-latency streaming pipelines, cloud foundations, and enterprise digital systems with zero technical debt.
Core Disciplines
Seven deep technical disciplines across the enterprise data lifecycle
From high-throughput event streaming to modern lakehouses, AI vector infrastructure, and automated migration - select a discipline below to inspect our architectural deliverables.
Data Platforms & Systems Architecture
Engineered foundations for scalable, analytics-ready enterprise data
We design and implement modern data platforms that unify fragmented systems into reliable, high-performance information backbones. From automated ingestion and transformation to enterprise governance and distributed orchestration, our platforms deliver speed, rigor, and long-term agility.
Platform capabilities include:
- Data platform architecture & design
- Automated ETL & ELT workflows
- Enterprise systems integration
- Modern data warehouse engineering
- Lakehouse & distributed storage
- Cloud platform modernization
- High-throughput streaming pipelines
- Zero-downtime data migrations
- Data transformation & modeling
- Automated data quality & schema contracts
- Distributed workflow orchestration
- Enterprise governance & cataloging
- Continuous platform optimization
Digital Solutions & Services
Comprehensive technology solutions for modern operations
Beyond core data platform engineering, we provide full-lifecycle digital engineering - from enterprise web applications and 24/7 managed platform reliability to advanced decision intelligence and applied AI.
Modern Web & Digital Applications
Modern web applications, client portals, and mission-critical digital interfaces engineered with clean code, responsive UX, and continuous maintenance support.
- Full-stack web application development
- Ongoing web maintenance & SLA support
- Enterprise portals & internal tooling
- High-concurrency API & backend architectures
- Performance optimization & accessibility
Decision Intelligence & Advanced BI
Transforming raw metrics into trusted intelligence through advanced statistical modeling, semantic metrics, and executive operational dashboards.
- Executive dashboards & operational telemetry
- Unified semantic layers & metric modeling
- Exploratory data analysis & statistical modeling
- Self-service BI enablement (Power BI, Tableau, Looker)
- Automated KPI tracking & executive reporting
Applied AI & Machine Learning Products
Architecting production-ready AI software products and machine learning systems that create measurable operational advantage.
- Production AI engineering & LLM integration
- Turnkey ML products & recommendation systems
- Retrieval-Augmented Generation (RAG) & vector search
- Low-latency feature stores & inference APIs
- Model performance monitoring & governance
Engineering Operations (DataOps / SRE)
Bringing enterprise Site Reliability Engineering (SRE) and DevOps discipline to data platforms - automated CI/CD, GitOps, observability, and sub-minute incident response.
- Automated CI/CD pipelines & Terraform GitOps
- Deep observability with Dynatrace, AppDynamics & Grafana
- SRE metric governance: SLAs, SLOs, SLIs, MTTR & MTTD
- Automated data quality testing & schema contract validation
- Incident lifecycle management (P1–P4) & preventive RCA fixes
Enterprise Systems & Middleware
Connecting disparate enterprise platforms - ERPs, CRMs, claims engines, and EHRs - via hardened middleware, application servers, and resilient event brokers.
- Enterprise middleware & app servers (WebLogic, Tomcat, NGINX)
- Enterprise ERP, CRM & clinical EHR interconnectivity
- Secure API gateways, JDBC tuning & microservice topologies
- Event bus, Kafka streaming & pub/sub messaging patterns
- Multi-system transaction integrity, SSL encryption & audit trails
24/7 Managed Platform Operations
Full-lifecycle 24×7 multi-shift L3 production support and SRE operations ensuring high availability, continuous performance, and operational excellence.
- 24×7 follow-the-sun L3 production support & rapid incident triage
- Kubernetes & Red Hat OpenShift (OCP) container operations at scale
- Agentic AI automation to eliminate manual BAU toil & friction
- Multi-cloud stability, infrastructure scaling & cost governance (AWS & OCI)
- Root cause analysis (RCA), preventive patching & senior escalation
Let's build your data foundation right the first time.
Tell us what you're working with - we'll tell you honestly whether we're a fit.