Services
What we deliver
Six practice areas. One objective: turning your data into a competitive moat. Every engagement is scoped, priced, and delivered with fixed-outcome accountability.
Build once. Run forever.
We architect and deliver production-grade data pipelines, lakehouses, and integration platforms that your business can depend on. Our engineers have shipped over 340 pipelines across Microsoft Fabric, Azure Data Factory, and Databricks — and every one is built to 99.9% uptime standards from day one.
Microsoft Fabric & OneLake
End-to-end Fabric deployments — Lakehouse, Warehouse, Real-Time Intelligence, and governed semantic models connecting all your organizational data in one place.
Azure Data Factory & Pipelines
Event-driven, parameterized ADF pipelines replacing legacy batch jobs. Self-healing error logic, Azure Monitor integration, and SLA dashboards included.
Databricks & Delta Lake
Medallion architecture (Bronze / Silver / Gold), Unity Catalog, Delta Live Tables, and CI/CD-deployed notebooks for regulated data environments.
Streaming & Real-Time
Apache Kafka, Flink, and Azure Event Hubs pipelines processing millions of events per second with exactly-once semantics and sub-second latency.
Data Lake Architecture
Multi-zone Azure Data Lake Gen2 designs with Microsoft Purview governance, automated sensitivity classification, and policy enforcement.
dbt & Data Quality
Data transformation, testing, and documentation with dbt Core / Cloud. Great Expectations validation frameworks that enforce quality at every layer.
AI that ships. AI that earns.
We don't build demos — we build production AI systems that generate measurable revenue and operational outcomes. Our AI practice spans agentic orchestration, large-scale ML platforms, and real-time inference systems embedded directly in your workflows.
Agentic AI Systems
Multi-agent orchestration with Azure OpenAI and LangChain. Intent classification, tool use, memory management, and human-escalation safety layers for enterprise-grade reliability.
Predictive Analytics & ML
Time-series forecasting, classification, and regression models deployed on Azure ML. Full MLOps pipelines with drift detection, auto-retraining, and versioned model registry.
Recommendation Engines
Hybrid recommender systems (collaborative filtering + content-based + contextual bandits) with <50 ms inference latency, integrated directly into ERP and CRM systems.
Azure OpenAI & RAG
Retrieval-Augmented Generation (RAG) systems with Azure AI Search, fine-tuned embedding models, and semantic chunking strategies for enterprise knowledge bases.
Computer Vision & NLP
Document intelligence, image classification, and NLP pipelines using Azure AI Services, custom fine-tuned models, and on-premise deployment options for sensitive data.
MLOps & Model Governance
End-to-end MLOps with Azure ML, Databricks MLflow, CI/CD-integrated model deployment, A/B testing frameworks, and audit trails satisfying model risk management requirements.
Infrastructure that scales with you.
We design cloud-native data platforms on Azure, AWS, and GCP that are secure, cost-optimized, and operationally maintainable. All infrastructure is delivered as code — no manual configuration, no click-ops, no drift.
Azure Data Platform Design
Landing zone architecture, hub-and-spoke network topology, Azure Policy guardrails, and cost management frameworks for large-scale Azure data estates.
AWS Data Platforms
S3 data lake with Lake Formation governance, Kinesis streaming, Redshift Serverless analytics, Glue cataloging, and Step Functions orchestration — all managed with Terraform.
GCP BigQuery & Analytics
BigQuery data warehouse design, Dataflow pipelines, Cloud Composer (Airflow) orchestration, and Looker deployments for global analytics at petabyte scale.
Multi-Cloud Integration
Cross-cloud federated query architectures, unified identity and access patterns, and cost transparency frameworks spanning Azure, AWS, and GCP simultaneously.
Infrastructure as Code
Terraform modules, Bicep templates, and CDK constructs delivering repeatable, auditable cloud environments with zero configuration drift.
Cloud Migration & Cutover
Zero-downtime migration playbooks for moving on-premise workloads to cloud. Parallel run strategies, regression test suites, and rollback plans for every migration.
Data everyone can use.
We turn your data platform investment into business value that every user in the organization can access. From C-suite executive dashboards to self-service analytics for 10,000 business users — governed, trusted, and fast.
Power BI Enterprise
Centralized Power BI Premium workspaces, enterprise semantic models, row-level security mapped to Active Directory, and citizen developer enablement programs.
Semantic Modeling
Star-schema data models, DAX optimization for sub-second query performance, incremental refresh policies, and aggregation tables for high-concurrency environments.
Looker & Tableau
LookML data models for Looker deployments and Tableau Server/Cloud implementations with row-level security, certified data source governance, and embed use cases.
Azure Synapse Analytics
Dedicated SQL pools, serverless query, and Synapse Link for Cosmos DB — giving analysts interactive query performance over terabytes of data.
Executive Dashboards
Board-level KPI dashboards designed with finance and operations stakeholders, combining operational metrics, financial performance, and forward-looking indicators.
Embedded Analytics
Power BI Embedded and Looker Block integrations for customer-facing analytics within SaaS products, including multi-tenant data isolation.
Legacy to cloud. Clean and fast.
We've successfully migrated hundreds of legacy systems — SSIS packages, SQL Server databases, on-premise data warehouses — to modern cloud platforms. Every migration includes a zero-downtime cutover plan and regression test coverage.
SSIS to ADF Migration
Automated conversion of SSIS packages to Azure Data Factory pipelines using our in-house migration framework, handling 80%+ of packages automatically.
Data Warehouse Modernization
Legacy on-premise DW migration to Azure Synapse, Databricks, or Snowflake — including schema redesign, query optimization, and BI report migration.
SQL Server Migration
SQL Server 2005-2016 to Azure SQL Managed Instance or Azure SQL Database, using SSMA and Azure Database Migration Service with automated validation.
Oracle to Azure Migration
Oracle-to-Azure SQL migrations including PL/SQL conversion, stored procedure refactoring, and performance benchmarking against Oracle baselines.
Hadoop to Lakehouse
Migration of legacy Hadoop/Hive workloads to Databricks Delta Lake or Microsoft Fabric, with Z-order optimization and workload rightsizing.
Infrastructure Decommission
Full decommission planning, data archival policies, and infrastructure teardown playbooks that eliminate stranded assets and licensing costs.
A clear path. A governed platform.
Before you build, you need a plan. Our strategy engagements produce concrete, technology-specific roadmaps — not PowerPoint visions. We also implement the governance frameworks that keep your platform trustworthy as it scales.
Data Strategy Roadmap
Current-state assessment, target architecture definition, prioritized initiative roadmap, and business case for every major investment — delivered in 4–6 weeks.
Microsoft Purview
Full Purview deployments across 100+ data sources: automated data catalog, sensitivity classification, business glossary, and end-to-end data lineage.
Data Mesh Architecture
Domain-oriented data ownership design, federated governance models, and self-serve infrastructure platforms for large, distributed organizations.
GDPR & CCPA Compliance
Data inventory and classification, subject access request automation, consent management integration, and regulatory audit trail implementation.
Data Quality Framework
Automated data quality monitoring with Great Expectations, dbt tests, and real-time anomaly alerting — giving you a live data quality score by domain.
Operating Model Design
Data team structure, roles and responsibilities, center of excellence design, and talent development programs aligned to your organizational maturity.
Not sure which service fits your needs?
Most engagements start with a free 30-minute scoping call. We'll identify where the highest-ROI opportunities are in your data landscape.
Talk to an Engineer