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Advanced Data Analytics & Insights
Turning Raw Data into Reliable Decisions.
We design and operate analytics platforms that turn fragmented data into trustworthy, on-demand intelligence — spanning data integration, warehousing and lakes, virtualization, real-time replication, BI, and ML. Our focus is simple: clean pipelines, governed access, and analytics you can act on with confidence.
The Path to Clarity
From Siloed Systems to a Unified Data Plane
Most enterprises have the data — it’s just spread across ERP, MES, spreadsheets, IoT, and shadow systems.
We build the connective tissue: reproducible pipelines, well-modeled stores, and governed access layers that make insight discoverable, explainable, and repeatable
Our goal is to transform fragmented ecosystems into cohesive, insight-ready platforms.
Our approach blends disciplined data engineering — robust schemas, versioned transformations, DataOps/CI-CD, and cost governance — with domain-aware analytics and a security-first mindset.
We embed with your teams to translate business questions into metrics, models, and operational workflows that move the needle.
WHAT WE DO
Key Services & Capabilities
We build end-to-end analytics ecosystems — from ingestion to action — that scale with your business.
Integrate & Synchronize Data
Ingest and unify data from heterogeneous sources (ERP, MES, quality tools, IoT, files, REST APIs) using ELT/ETL and log-based change data capture. Includes batch and streaming pipelines (Kafka / Fivetran / Informatica Cloud) and real-time replication for low-latency analytics.
Engineer Data Warehouses & Lakes
Design reliable, query-efficient stores for analytics and data science. Implement cloud warehouses and lakehouse patterns (Snowflake, Databricks, Microsoft Fabric; Delta / Iceberg / Hudi), focusing on dimensional models, performance tuning, and cost optimization.
Virtualize Access
Unify data access without mass movement when that’s the better trade-off. Deliver enterprise-grade virtualization (e.g., TIBCO Data Virtualization) for governed single-pane access for BI and applications.
Deliver Business Intelligence & Self-Service Analytics
Provide trustworthy dashboards and ad-hoc exploration with metric consistency. Build operational KPIs (OEE, yield, downtime, shift performance) and financial / supply-chain reporting layers in Power BI, Spotfire, or Tableau.
Advance Analytics with Machine Learning
Move beyond what happened to what’s next and what to do. Forecast equipment failures, predict quality deviations, and perform experiment tracking — operationalizing model outputs via APIs and real-time alerts.
Operationalize & Govern
Keep pipelines and models healthy in production. Implement CI/CD for data (dbt / Jobs / Workflows), automated testing, lineage, model monitoring, and drift detection. Bake trust and compliance into the stack through data catalogs, access policies, and observability at each stage.
Where It Applies
Unifying fragmented enterprise data through virtualization for faster access and governed visibility
Engineering scalable data pipelines and lakehouse architectures that support analytics and AI workloads
Delivering real-time business intelligence through executive dashboards and operational reporting
Forecasting equipment, demand, and quality metrics using predictive analytics and machine learning
Supporting regulatory, compliance, and audit reporting across finance, insurance, and manufacturing
HOW WE DELIVER
Technical Depth, Proof & Validation
Our delivery is built on architectural rigor, strong governance, and demonstrated success in large-scale environments.
Architecture-First Design & Smart Trade-offs
We map sources, latencies, and consumption patterns to choose the right blend of warehouse, lakehouse, and virtualization — never one-size-fits-all.
DataOps Discipline & Reproducible Pipelines
Versioned transformations (dbt / Spark), automated testing, and promotion workflows keep data changes safe and auditable.
Performance & Cost Discipline (FinOps)
We apply FinOps principles — partitioning, caching, and usage guardrails — to optimize costs across cloud clusters and warehouses without compromising speed.
Security & Governance by Design
Fine-grained access controls, encryption, PII handling, and lineage ensure teams move fast without risk to compliance or trust
Real-World Impact
For a global manufacturer struggling with fragmented operational metrics, we engineered a unified data plane that delivered 50+ near-real-time reports per site. We achieved this by connecting diverse plant-level systems (ERP, MES, spreadsheets) via a governed virtualization layer and modernizing the feeds to a lakehouse stack. This platform not only supports self-service BI and predictive models for yield and equipment health, but it also resulted in a 60% reduction in manual reporting time, accelerating decision-making with trustworthy, actionable clarity.
Reduced manual reporting time by 60%, accelerated decision-making, and a scalable foundation for predictive analytics.
Our Technology Ecosystem
We are vendor-agnostic and select tools for fit, scale, and adaptability.
Fivetran
Informatica Cloud
Kafka
dbt
Spark
Databricks Workflows
Airflow / Fabric pipelines
Snowflake
Databricks (Delta)
Microsoft Fabric
S3 / ADLS
TIBCO Data Virtualization
Power BI
Spotfire
Tableau
Cognos
Ready to unify your data and move from reports to results?
Whether you’re standing up a new warehouse or lake, virtualizing across plants, or operationalizing ML, we’ll help you design, build, and run with confidence.
Get in Touch
Ready to accelerate your digital transformation? Contact us today to explore how our services can help you achieve your business goals.