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Expert Lakehouse Consulting

Independent Databricks & Data Engineering Specialists

Accelerate your analytics, streamline complex ETL pipelines, and migrate legacy workloads into high-performance Delta Lake structures. Fully independent consulting from elite data architects.

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Sound Familiar? These Are the Problems That Bring Teams to Us

You don't need to know Delta Lake or Unity Catalog to know something's broken. Here's what we usually hear first.

"Our Databricks bill keeps climbing, and nobody can explain why."

Overprovisioned clusters, inefficient jobs, and no visibility into what's actually driving spend. We audit your workloads and re-architect for cost-per-query, not just raw compute.

"Every team has its own version of the truth."

Marketing's revenue numbers don't match finance's. Data is scattered across systems with no single source of truth. We build unified Lakehouse architectures so every team queries the same clean data.

"Jobs that used to take minutes now take hours."

Spark jobs that haven't been touched since they were built, breaking under today's data volume. We re-engineer pipelines for performance, reliability, and scale.

"Our data scientists spend more time cleaning data than building models."

ML projects stall because the data isn't ready, isn't trusted, or isn't accessible. We build ML-ready pipelines that connect data engineering straight through to model deployment.

"We don't actually know who has access to what."

No lineage tracking, inconsistent access controls, and audit season is a scramble. We implement Unity Catalog governance so access, lineage, and compliance are provable, not assumed.

"We can't find — or keep — engineers who actually know Databricks."

Spark, Delta Lake, and Unity Catalog expertise is scarce and expensive to hire full-time. Our engineers plug in as an extension of your team, on the timeline you need.

If one of these sounds like your team, that's usually where the real conversation starts. See how we work →

Why Partner with Cyfra Dane?

We offer laser-focused expertise in big data integration without the overhead of massive corporate agency model pricing.

Databricks Optimization

Unlock massive performance increases and eliminate unnecessary cloud waste by tuning Cluster settings, Photon engine, and dynamic caching layouts.

Advanced Delta Lake Architectures

Say goodbye to data corruption. We build multi-hop (Bronze/Silver/Gold) pipelines with transactional integrity, schema enforcement, and time-travel querying.

Unity Catalog Security & Governance

Govern files, tables, columns, and AI models in a single place. Ensure strict regulatory compliance for GDPR, HIPAA, and industry-specific audits.

Take Control of Your Big Data Operations

Book a comprehensive, zero-obligation workload intake assessment today. Let's analyze your pipelines, compute configurations, and database query bottlenecks.

Schedule Your Assessment