Data + AI

Data & Analytics - From Data Silos to Competitive Advantage

ZirkelTech builds data platforms and analytics capabilities that deliver reliable, managed, and timely insights to your business. From lakehouse architecture on Databricks and Snowflake to Power BI semantic layers to real-time Kafka pipelines: data that decision-makers can trust.

Key Services
Engineering with Impact.

Enterprise data platforms and analytics solutions - from architecture to dashboard.

01

Lakehouse Architecture - Databricks Delta Lake

Enterprise Lakehouse on Databricks with Bronze/Silver/Gold medallion architecture, Delta Live Tables for declarative streaming and batch pipelines, Z-Order and liquid clustering for query acceleration, and Unity Catalog for cross-workspace lineage, column-level encryption, and attribute-based access control.

#Databricks #DeltaLake #DeltaLiveTables #UnityCatalog #MedallionArchitecture #ZOrder

02

Snowflake Data Cloud - Enterprise Data Warehouse

Snowflake with multi-cluster virtual warehouse sizing, Snowpark for Python/Java in-database ML, Dynamic Tables for incremental materialization, Data Marketplace, and Cortex AI SQL-native LLM functions directly on structured tables.

#Snowflake #Snowpark #DynamicTables #CortexAI #DataSharing #VirtualWarehouses

03

dbt Core & dbt Cloud - Analytics Engineering

dbt as transformation layer for Snowflake, Databricks, BigQuery, and Azure Synapse: modular SQL DAGs, Great Expectations contract testing, column-level lineage, incremental materialization, and Slim CI diff-aware runs on every pull request.

#dbtCore #dbtCloud #SlimCI #GreatExpectations #DAG #DataContracts

04

Real-Time Streaming Analytics - Kafka & Event Hubs

Sub-second streaming with Confluent Cloud Kafka and Avro Schema Registry, Apache Flink for stateful stream processing, and Databricks Structured Streaming with exactly-once semantics into Delta Lake. Real-time KPIs via Power BI streaming datasets.

#ApacheKafka #ConfluentCloud #ApacheFlink #KafkaStreams #DeltaLake #PowerBIStreaming

05

Power BI Enterprise - Semantic Layer & Governed BI

Managed Power BI semantic models with DirectQuery to Snowflake and Databricks, row-level and object-level security, deployment pipelines, large model storage format, and Power BI Embedded for white-label customer portals.

#PowerBI #CompositeModels #RLS #OLS #DeploymentPipelines #PowerBIEmbedded #DAX

06

Data Governance & Cataloging - Purview & Collibra

Microsoft Purview Data Map with automated scanning of Azure SQL, Snowflake, ADLS Gen2, and SAP HANA. Collibra for data stewardship workflows and DQ scoring. End-to-end column-level lineage from source systems through dbt to Power BI.

#MicrosoftPurview #Collibra #DataLineage #BusinessGlossary #ADLSGen2 #DataStewardship

07

Advanced Analytics & Statistical Modelling

High-value analytical models: demand sensing with Snowflake Data Marketplace, customer lifetime value with BG/NBD and Gamma-Gamma, price elasticity regression with PyMC Bayesian inference, and scenario planning in SAP Analytics Cloud.

#SnowflakeDataMarketplace #PyMC #BGNBD #SAPAnalyticsCloud #Lifetimes #PriceElasticity

08

DataOps & Pipeline Orchestration - Airflow & Dagster

Data pipelines as production software: Apache Airflow on MWAA with dynamic task mapping, Dagster software-defined assets, pipeline SLA alerting via PagerDuty, and Monte Carlo data observability for freshness SLOs with full dbt and Spark job lineage.

#ApacheAirflow #Dagster #MWAA #MonteCarlo #PagerDuty #SDA #DataOps

09

Data Mesh Architecture & Domain Ownership

Enterprise data mesh with domain-oriented data product ownership on Snowflake or Databricks, self-serve platform layer via Backstage developer portal, federated governance through Unity Catalog, and cross-domain data product discovery with SLA-backed consumption contracts.

#DataProducts #Backstage #UnityCatalog #FederierteGovernance #SelfServePlattform

30-40%
Improved Decision-Making:
Data-driven insights and analytics
25-35%
Increased Efficiency:
Streamlined data management and automation
100%
Data Security Compliance:
Robust security measures and continuous monitoring
Details of service
Our Data Science & Analytics Services Include
  • Data Cleansing & Validation: Ensuring your data is accurate, consistent, and ready for analysis.
  • Data Integration: Seamlessly integrating data from various sources to provide a unified view of your business
  • Predictive Modeling: Developing predictive models that help you anticipate future trends and outcomes.
  • Machine Learning Implementation: Deploying machine learning algorithms to automate decision-making and uncover hidden patterns in your data.
  • Custom Dashboards & Reports: Creating intuitive dashboards and reports that provide real-time insights into your key performance metrics.
  • Advanced Analytics: Leveraging advanced analytics techniques to gain deeper insights into your business operations.
  • Data Encryption & Access Control: Implementing robust data security measures to protect your sensitive information.
  • Custom Data Applications: Developing bespoke data applications tailored to your unique business needs.
  • Data Workflow Automation: Automating repetitive data tasks to increase efficiency and reduce manual errors.
  • Custom Data Applications: Developing bespoke data applications tailored to your unique business needs.
  • Strategic Data Planning: Developing a comprehensive data strategy that aligns with your business goals.
  • Future-Proofing Initiatives: Ensuring your data infrastructure and practices are scalable and adaptable to future changes.
  • Ongoing Data Analysis & Optimization: Continuously analyzing and optimizing your data processes to enhance performance.
  • Regular Reporting & Insights: Providing regular updates and insights into your data initiatives, ensuring they align with your evolving business needs.
Reference Projects

Selected Client Projects

Market Science Algorithms
Big Data & AI

Market Science Algorithms

Algorithm-based applications for highly sensitive market analyses.

+35% Forecast Accuracy
SAP S/4 Implementation & Shared Service
Global Manufacturing

SAP S/4 Implementation & Shared Service

SAP S/4 HANA implementation with 24×7 support.

Go-live in 6 Months
AI-Driven Drone Monitoring & BIM
Construction

AI-Driven Drone Monitoring & BIM

AI-based drone LiDAR systems as part of BIM.

40% Time Saving
Shopfloor Workflow & Analytics
Industry 4.0

Shopfloor Workflow & Analytics

SaaS platform for digital transformation in the automotive supplier industry.

Real-time Transparency
MS Dynamics CRM Implementation
Logistics

MS Dynamics CRM Implementation

MS Dynamics CRM implementation with 24×7 support.

24/7 Support SLA
Product Configurator & Legacy Modernisation
Mittelstand

Product Configurator & Legacy Modernisation

Shared service support with continuous improvement.

30% Efficiency Gain
Market Science Algorithms
Big Data & AI

Market Science Algorithms

Algorithm-based applications for highly sensitive market analyses.

+35% Forecast Accuracy
SAP S/4 Implementation & Shared Service
Global Manufacturing

SAP S/4 Implementation & Shared Service

SAP S/4 HANA implementation with 24×7 support.

Go-live in 6 Months
AI-Driven Drone Monitoring & BIM
Construction

AI-Driven Drone Monitoring & BIM

AI-based drone LiDAR systems as part of BIM.

40% Time Saving
Shopfloor Workflow & Analytics
Industry 4.0

Shopfloor Workflow & Analytics

SaaS platform for digital transformation in the automotive supplier industry.

Real-time Transparency
MS Dynamics CRM Implementation
Logistics

MS Dynamics CRM Implementation

MS Dynamics CRM implementation with 24×7 support.

24/7 Support SLA
Product Configurator & Legacy Modernisation
Mittelstand

Product Configurator & Legacy Modernisation

Shared service support with continuous improvement.

30% Efficiency Gain
What Clients Say

Decisive for Your Ecosystem

Contact

Let's shape the future together!

Write us an email at or complete the form.

231 Oak Park Blvd., Oakville, ON L6H 7S8, Canada
275 New N Rd, London N1 7AA, UK
224 W 35th St, Ste 500, New York, NY 10001, USA
Nauschgasse 4/3/2 Vienna 1220, Austria
H-17, Sector 63, Noida 201301, India
Hermetschloostrasse 77, 8048 Zürich, Switzerland
Do you have any questions or would you like to discuss a project? We look forward to hearing from you.