“Zen” isn’t just our name — it’s our promise. We take full ownership of your most complex data challenges so you never have to worry about pipelines, performance, or platform reliability again.
Dedicated, deeply experienced, and always at the forefront of the latest technologies — from Snowflake and dbt to Fivetran, AI/ML pipelines, and beyond. We have helped organizations across financial services, asset management, consumer goods, marketing, commercial real estate, and more build data platforms they can actually trust.
Fivetran, SCD2, CDC, and custom replication from SQL Server, Bloomberg, FactSet, and custodian feeds.
dbt models, Snowflake Tasks, and dimensional warehouse patterns purpose-built for your industry.
Snowflake credit reduction, clustering keys, query tuning, and warehouse right-sizing that actually sticks.
AI/ML-ready infrastructure, LLM data layers, and platforms built to grow with your ambitions.
Services
Whatever your industry, we build the systems your data teams rely on: clean pipelines, fast queries, trustworthy numbers, and platforms that hold up under business pressure, compliance scrutiny, and executive expectations alike.
Connect SQL Server, Oracle, Bloomberg, FactSet, Advent, and custodians into Snowflake using Fivetran, BCP, custom SCD2 frameworks, and CDC pipelines. Full historical load and ongoing incremental replication, with data quality checks at every stage.
Design and build production Snowflake environments: medallion architecture, dbt transformation layers, dynamic tables, and Snowpark-powered compute. Purpose-built for AUM calculations, portfolio analytics, benchmark tracking, and investment reporting.
Audit and reduce Snowflake credit consumption with warehouse right-sizing, clustering key strategy, materialization tuning, query rewrites, and task scheduling improvements. We trace every slow job to its root cause and fix it at the source.
Build feature engineering pipelines, LLM data infrastructure, and model serving layers in Snowflake and Azure. Deploy Streamlit dashboards for operational monitoring, data quality alerting, task health tracking, and executive-facing analytics.
Domain Expertise
We bring the same obsessive precision to every sector we touch. Financial data, marketing attribution, CPG supply chains, commercial operations — the tools are the same, and the standard for accuracy and reliability never changes.
AUM calculations, benchmark tracking, performance attribution, GICS classification, and portfolio reporting built directly on Snowflake. Delivered for institutional asset managers with complex multi-asset structures and zero tolerance for data error.
Unify sell-through data, inventory feeds, promotional results, and third-party distributor data into a single Snowflake environment. Build dashboards that give category managers and executives a single source of truth for sales and supply chain performance.
Integrate ad platforms, CRM systems, web analytics, and attribution data into clean, unified pipelines. Build audience segmentation models, campaign performance dashboards, and LTV analytics that marketing teams can act on without waiting for engineering.
End-to-end migration from legacy SQL Server environments into modern Snowflake architecture. Schema translation, stored procedure conversion, performance baselining, and zero-downtime cutover with documented rollback — across any industry vertical.
Structure your Snowflake environment for machine learning and generative AI: feature stores, model input pipelines, training dataset generation, prediction storage, and Snowpark-based inference. The data layer your AI strategy depends on, built right the first time.
Power BI semantic layers, Streamlit dashboards, and self-service analytics built on curated Snowflake data. Reliable numbers, correct definitions, and documentation your analysts can use without calling engineering, regardless of your industry or data complexity.
Why Data-Zen
We stay obsessively current with the technologies your business depends on. When a better tool, pattern, or platform emerges, we learn it, test it, and bring it to you. That dedication is not a selling point — it is how we work.
We track every meaningful development in Snowflake, dbt, Fivetran, Azure, and AI/ML tooling. New Snowflake features, Cortex AI capabilities, dbt patterns, and emerging ELT approaches reach your environment as soon as they are production-ready.
We trace issues from raw source data through every layer: ingestion, transformation, loading, rendering, and beyond. No finger-pointing, no hand-offs, no blame games. One team, full accountability.
Complete, versioned, documented implementations. No loose scripts or tribal knowledge. Systems your team can operate, audit, and hand off to the next engineer without a war room session, regardless of their background.
Every Snowflake build includes a cost model. We optimize warehouse sizing, task scheduling, clustering, and materialization so your platform gets more efficient as it scales, not more expensive. Your cloud bill should go down over time, not up.
Technology
We never stop learning. Every tool in our stack is one we have deployed in production, optimized under pressure, and kept current with the latest releases. When the ecosystem moves, we move with it — and bring your platform along.
Engagements
Whether you need a focused Snowflake migration, ongoing platform support, or a senior engineer embedded in your team, we structure engagements around what you actually need, not a packaged service tier.
Operational support
Ongoing Snowflake platform management, production monitoring, incident response, task orchestration, and performance stability for data teams that need reliable senior backup without a full-time hire.
Most common
Senior engineering capacity for Snowflake builds, SQL Server migration, dbt and Fivetran implementation, data quality frameworks, AI/ML pipeline construction, and analytics enablement for financial services teams.
Team extension
Embedded senior engineering for financial firms that need deep technical execution without the hiring timeline, benefits overhead, or permanent headcount commitment of a full-time data engineer.
Get in touch
Whether you are a fund manager with a broken data pipeline, a CPG brand drowning in disconnected reporting tools, a marketing team that cannot trust their attribution numbers, or a commercial business ready to modernize its data platform — we have seen it, fixed it, and built something better in its place.