years of experience in data analytics
14+
Emerline designs lakehouse architectures built on trust, scalability, and security. We’re an ISO 27001-certified Microsoft and Databricks partner, helping enterprises modernize their data ecosystems with confidence.
Smart Strategies for Cost Efficiency
Cost control starts with architectural choices. We design cloud-native data platforms with FinOps principles and modern data management best practices in mind, helping you stay lean without compromising speed, scalability, or trust. What that means in practice:
How We Turn Data Challenges into Success Stories
Measurable outcomes and tangible performance gains in the real world guide every project we deliver. Discover how our teams have helped clients across various industries transform complex data ecosystems into strategic business assets.

Emerline created an analytical solution that provided transparent monitoring of labor resources and enabled the optimization of key business processes: planning, project management, human resources, and finance.

We deployed a unified analytics platform powered by Power BI and Azure, integrating fragmented global data. This resulted in a 2.5% increase in operating profit and an annual reduction of $4 million in losses.

Emerline developed and implemented a scalable analytics platform for a healthcare company, enabling them to provide transparent reporting and real-time analytics to their clients.
Why Choose Emerline as Your Data Lakehouse Consultant?
Deep expertise across cloud and data ecosystems
With proven experience in data and cloud transformation, Emerline brings cross-platform proficiency, spanning Databricks, Azure, AWS, SAP, and Power BI, ensuring your lakehouse strategy aligns with your entire enterprise ecosystem.
Business-first consulting approach
Our consultants focus on your KPIs, identifying how a lakehouse will improve business performance, lower costs, and accelerate analytics outcomes across functions.
Proven frameworks for data governance and compliance
Every engagement follows best practices aligned with ISO 27001 and regulatory frameworks, such as GDPR and HIPAA, ensuring your lakehouse is built with security and governance at its core.
Accelerated value through modern methodologies
Our consultants use data readiness assessments, architecture blueprints, and quick-win roadmaps to deliver tangible results within the first weeks of engagement.
Measurable business value from day one
Our consulting approach is outcome-driven: every recommendation is linked to tangible metrics, from reduced latency and lower costs to accelerated time-to-insight and increased productivity.
Continuous optimization mindset
We go beyond initial design to help you iterate, benchmark, and evolve your lakehouse architecture as business priorities shift, ensuring sustained value over time.
Awards and Recognitions
Answers to Common Client Questions
Have a question about our services, processes, or technologies? Explore the most common client questions to find quick, clear answers.
Accelerate Data Innovation Through the SAP Databricks Partnership
Unifying SAP and non-SAP data
- Blend SAP datasets with CRM, IoT, social, and marketing data in real time, without exporting or replicating them across tools.
- Eliminate fragmentation between enterprise and external data sources, providing business leaders with a holistic, real-time view of operations.
- Empower teams to build cross-domain analytics pipelines that merge financial, customer, and operational insights.
Accelerating AI/ML on SAP data
- Leverage Databricks’ unified ML runtime to train models directly on semantically rich SAP data.
- Simplify development of domain-specific AI models for finance forecasting, supply chain optimization, and HR analytics.
- Reduce time-to-model by simplifying data preparation and enhancing data lineage visibility.
Reducing data duplication and inconsistencies
- Take advantage of zero-copy integration to ensure that SAP data remains consistent across all analytics workloads.
- Minimize ETL/ELT overhead, synchronization lag, and maintenance costs.
- Establish a single source of truth for analytics, AI, and reporting.
Enhancing governance and compliance
- Maintain SAP-grade security and compliance standards through unified identity and access control.
- Enable complete auditability and lineage for both SAP and non-SAP data.
- Align governance policies across the SAP ecosystem and the lakehouse environment, supporting ISO 27001, GDPR, and HIPAA compliance.
Scaling SAP-focused data science in a dedicated environment
- Allow data teams to explore and model SAP data in high-performance Databricks workspaces.
- Safeguard production environments while enabling experimentation and advanced analytics at scale.
Enterprise MLOps on SAP data with MLflow
- Utilize MLflow, native to Databricks, to manage the full model lifecycle.
- Maintain reproducibility, version control, and continuous delivery of ML pipelines trained on SAP data.
- Streamline collaboration between data engineers, scientists, and business teams for operational AI.
Numbers That Prove the Lakehouse Advantage
4+
hours saved per day across the data lifecycle
Integrated lakehouse patterns can reduce time spent on data prep and tool switching through automation and standardized workflows.
94%
of companies expect a positive impact on organizational success
Executives view the lakehouse as an overall business win: it enables better decision-making speed, stronger governance, and a consistent foundation for data and AI initiatives.
81%
already use a lakehouse to power AI model development
Data scientists rely on lakehouse foundations for governed feature stores, reproducible training, and cost-efficient scaling, which enables faster and more reliable AI delivery.
Lakehouse Benefits That Drive Real Business Growth
Unified platform for BI and AI/ML
Integrate business intelligence and machine learning within a single ecosystem to eliminate silos, foster collaboration, and drive continuous innovation.
Lower Total Cost of Ownership
Reduce infrastructure and licensing expenses by consolidating data lakes and warehouses into a single, optimized environment.
Scalability on demand
Scale storage and compute dynamically to match your data growth, ensuring consistent performance without overprovisioning.
Enhanced governance and data quality
Maintain compliance and data integrity through built-in governance frameworks, metadata management, and automated quality checks.
Accelerated time to insight
Turn raw inputs into actionable insights faster with streamlined pipelines, unified storage, and self-service analytics.
Support for real-time and batch workloads
Process streaming and historical data together for comprehensive visibility and smarter, faster decision-making across all business domains.
How We Help Clients Choose the Right Stack
Workloads and performance
We assess your analytics, AI/ML, and real-time requirements, benchmarking leading lakehouse platforms across latency, concurrency, and scaling parameters. You receive a configuration that strikes a balance between high performance and optimal cost efficiency.
Ecosystem and skills fit
Your lakehouse must complement the tools and expertise you already have. We align the platform with your BI, data science, and DevOps ecosystems to minimize disruption and accelerate team enablement.
Governance, security, and compliance
From day one, we embed role-based access, lineage tracking, encryption, and cataloging. This ensures data trust and regulatory compliance, including GDPR, HIPAA, and ISO 27001.
Cost and FinOps
We forecast the total cost of ownership over 12–24 months and establish FinOps guardrails, including auto-scaling, spend alerts, and workload isolation. You maintain budget predictability without compromising flexibility.
Operating model and ownership
Our experts define clear operational models, CI/CD pipelines, and governance frameworks, enabling your teams to confidently run, scale, and maintain the platform post-deployment and ensuring long-term self-sufficiency.
Our Deployment Models
Cloud-native deployment (most common)
Ideal for organizations embracing cloud-first strategies. We build and optimize your lakehouse directly in the cloud, leveraging native elasticity, managed services, and rapid provisioning to maximize agility and cost efficiency.
Hybrid deployment (On-premises + Cloud)
For enterprises with legacy systems or regulatory constraints, we design hybrid lakehouse architectures that keep sensitive data on-premises while using the cloud for scalable compute, analytics, and AI workloads, ensuring performance without compromising compliance.
Certified Partnerships for Reliable Solutions
Enterprise Data Lakehouse Services for Business Growth
A modern data lakehouse is the backbone of a data-driven enterprise. Emerline helps you design, build, and evolve scalable lakehouse ecosystems that seamlessly connect data, analytics, and AI, empowering faster, smarter decision-making.

Data lakehouse consulting
Architecture design and development
Migration from warehouse or lake to lakehouse
Modernization of legacy platforms
Cost optimization and FinOps support
Ongoing managed services
Unlock the Full Potential of Your Business Data With Our Related Services
From modern data architecture to analytics and business intelligence, Emerline provides a comprehensive range of services designed to help organizations capture, manage, and leverage data for informed decision-making and sustainable growth.
Data warehouse migration
Seamlessly move your warehouse to a scalable modern platform with zero downtime and optimized performance.
Database development
Design and implement robust, secure databases tailored to your business logic, data flow, and performance needs.
Database consulting
Receive expert guidance on performance tuning, architecture, and modernization strategies for your databases.
Data management
Ensure accuracy, consistency, and accessibility of your data through centralized management solutions.
On-premises to cloud migration
Accelerate your digital transformation by securely and efficiently moving data assets to the cloud.
BI consulting services
Unlock actionable insights and empower data-driven decisions through tailored BI strategies and dashboards.
Data analytics
Transform information into actionable insights that drive smarter operations and deliver measurable impact.
Power BI development
Create interactive dashboards and automated reports that bring clarity and transparency to your data.
Tableau consulting
Create visually engaging, insightful dashboards that simplify complex data and support informed decision-making.
Data Lakehouse Consulting with Real-World Impact Across Key Industries
Every industry faces distinct data challenges, ranging from fragmented sources to the need for real-time decision-making. Emerline’s data lakehouse consulting services bring domain expertise and engineering excellence to each sector, creating unified, compliant, and high-performing data ecosystems.
Quick Wins We Typically Deliver Within the First 30–60 Days
Emerline’s consulting engagements are designed to have a rapid impact. Within the first few weeks, our experts identify optimization opportunities that reduce costs, improve efficiency, and set your lakehouse up for long-term scalability.
Turn on auto-suspend/auto-resume
Eliminate idle compute spend by automatically pausing clusters during inactivity and resuming them on demand, ensuring zero waste without affecting performance.
Right-size top workloads
We analyze your heaviest workloads and align cluster sizes to real usage, typically reducing compute spend by 20-40% while maintaining optimal performance.
Switch from full reloads to incremental ELT/CDC
Replace daily complete data reloads with incremental pipelines and change data capture (CDC) to improve data management efficiency. This approach lowers compute consumption, delivers fresher data, and enhances pipeline reliability.
Apply deep logical and physical optimization
We enhance query speed by applying both logical and physical optimization to your data models. We use vendor-specific performance techniques to fine-tune data layout and indexing, ensuring you get the fastest insights at the lowest possible computational cost.
Introduce spend tagging, budgets, and alerts
We enable complete cost transparency through tagging and automated alerts. This empowers teams to track resource usage, enforce accountability, and stay within budget from day one.














Emerline is an important part of our strategic team!
Emerline has been our technology partner since late 2012. In the early years I thought that would be a short-term gap fill until I could afford to hire my own technical team in the US. But they have consistently met the demands of our growing company and helped us build what we believe is the industry's best solution option. Emerline provides high quality work, so much so that our platform's reliability and accuracy has been mentioned by our largest customer's internal vendor survey repeatedly. The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
Emerline is an important part of our strategic team!
Emerline has been our technology partner since late 2012. In the early years I thought that would be a short-term gap fill until I could afford to hire my own technical team in the US. But they have consistently met the demands of our growing company and helped us build what we believe is the industry's best solution option. Emerline provides high quality work, so much so that our platform's reliability and accuracy has been mentioned by our largest customer's internal vendor survey repeatedly. The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
President/CEO, CPG Data
USA
President/CEO, CPG Data
USA
Emerline has been the best development partner we’ve ever worked with!
Emerline has been the best development partner we’ve ever worked with. The team is very responsive and the quality is very high. They are always willing to do whatever is necessary to support development and customer support efforts. I would recommend them to anyone.
Emerline has been the best development partner we’ve ever worked with!
Emerline has been the best development partner we’ve ever worked with. The team is very responsive and the quality is very high. They are always willing to do whatever is necessary to support development and customer support efforts. I would recommend them to anyone.
CEO, Praxie
USA
CEO, Praxie
USA
We recommend Emerline as a trusted technology partner
We can confidently say that Emerline fully met our expectations, starting with providing high-quality advice on technologies that would improve our solution and continuing with their fast, high-quality implementation. Emerline has strong communication processes in place that kept us apprised of the project's stage and allowed us to discuss any issues on the go. The team was professional and promptly made adjustments when asked. We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
We recommend Emerline as a trusted technology partner
We can confidently say that Emerline fully met our expectations, starting with providing high-quality advice on technologies that would improve our solution and continuing with their fast, high-quality implementation. Emerline has strong communication processes in place that kept us apprised of the project's stage and allowed us to discuss any issues on the go. The team was professional and promptly made adjustments when asked. We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
Founder, Hello Ralphie
USA
Founder, Hello Ralphie
USA
We are very pleased and content with our relationship with Emerline
We are very pleased and content with our relationship with Emerline. We rely on their team for full-stack development of our platform. We respect the high technical caliber and dedication of the team assigned to our project. Emerline provided us with the scaling we needed to grow development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
We are very pleased and content with our relationship with Emerline
We are very pleased and content with our relationship with Emerline. We rely on their team for full-stack development of our platform. We respect the high technical caliber and dedication of the team assigned to our project. Emerline provided us with the scaling we needed to grow development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
CEO, Espresa
USA
CEO, Espresa
USA
We highly recommend Emerline as a technology partner
The Emerline team involved in the completion of our projects demonstrated a high level of responsiveness and support by solving issues and answering questions ASAP. They were diligent and proactively addressed the challenges that arose during the development process. Our cooperation ran smoothly and professionally, and Emerline quickly provided direct and correct advice when necessary. We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
We highly recommend Emerline as a technology partner
The Emerline team involved in the completion of our projects demonstrated a high level of responsiveness and support by solving issues and answering questions ASAP. They were diligent and proactively addressed the challenges that arose during the development process. Our cooperation ran smoothly and professionally, and Emerline quickly provided direct and correct advice when necessary. We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
VP Global IT, FUCHS Group
Germany
VP Global IT, FUCHS Group
Germany
Emerline helped us build an MVP into a full-fledged production platform — in 14 months
Emerline worked closely with us to take the best ideas from our MVP and integrate them with transactional capabilities for digital payments, workflow for job management, and funds transfers for cash advances. Our platform was built to service the roofing industry getting contractors paid faster so they can focus on growing their businesses and servicing their customers.
Emerline helped us build an MVP into a full-fledged production platform — in 14 months
Emerline worked closely with us to take the best ideas from our MVP and integrate them with transactional capabilities for digital payments, workflow for job management, and funds transfers for cash advances. Our platform was built to service the roofing industry getting contractors paid faster so they can focus on growing their businesses and servicing their customers.
Founder and CEO, SquareDash
USA
Founder and CEO, SquareDash
USA
They proved themselves reliable technology partners
Throughout our cooperation with Emerline, they proved themselves reliable technology partners. That’s why we trusted them with our new project — website migration to AEM and revamping our brand’s product catalog that we use across multiple websites — without any hesitation. The team always stayed in touch, providing regular feedback and progress updates. The cooperation was smooth, and the work on the project was completed in due time. They provided an efficient solution that allowed us to reduce infrastructure costs; with it, we didn’t have to depend on third-party vendors. Thanks, Emerline! We will definitely continue working with you.
They proved themselves reliable technology partners
Throughout our cooperation with Emerline, they proved themselves reliable technology partners. That’s why we trusted them with our new project — website migration to AEM and revamping our brand’s product catalog that we use across multiple websites — without any hesitation. The team always stayed in touch, providing regular feedback and progress updates. The cooperation was smooth, and the work on the project was completed in due time. They provided an efficient solution that allowed us to reduce infrastructure costs; with it, we didn’t have to depend on third-party vendors. Thanks, Emerline! We will definitely continue working with you.
IT Director
USA
IT Director
USA
Emerline exceeded expectations!
Redesigning our website wasn’t just about updating our look — it was about building a stronger front door for the world to experience Miami’s economic story. As the official EDO for Miami-Dade, we knew the stakes were high.
Emerline exceeded expectations. They were consistently organized, forward-thinking, and committed. In less than six months, we had a completely new platform — faster, smarter, and built to grow with us. We’re proud of what we built together!
Emerline exceeded expectations!
Redesigning our website wasn’t just about updating our look — it was about building a stronger front door for the world to experience Miami’s economic story. As the official EDO for Miami-Dade, we knew the stakes were high.
Emerline exceeded expectations. They were consistently organized, forward-thinking, and committed. In less than six months, we had a completely new platform — faster, smarter, and built to grow with us. We’re proud of what we built together!
President & CEO, Miami-Dade Beacon Council
USA
President & CEO, Miami-Dade Beacon Council
USA
The team gladly brought their expertise and delivered us a perfect solution to meet our customers’ business needs.
The Emerline team wasn’t scared of any challenges and managed to design a solution to cater to any analytical or supply chain tasks. Their enthusiasm and process transparency ensured seamless communication and prompt reaction to any adjustment or focus shift from our side. Their experience and dedication allowed them to provide the solution really fast. We highly recommend choosing Emerline as a development partner if you need a high-end solution for your business.
The team gladly brought their expertise and delivered us a perfect solution to meet our customers’ business needs.
The Emerline team wasn’t scared of any challenges and managed to design a solution to cater to any analytical or supply chain tasks. Their enthusiasm and process transparency ensured seamless communication and prompt reaction to any adjustment or focus shift from our side. Their experience and dedication allowed them to provide the solution really fast. We highly recommend choosing Emerline as a development partner if you need a high-end solution for your business.
Founder & CEO, Kontango
USA
Founder & CEO, Kontango
USA
Emerline demonstrated a deep understanding of the client's vision
Emerline demonstrated a deep understanding of the client's vision, delivering a functional MVP on time and within budget. The team was highly responsive to the client's needs and maintained clear communication throughout. Above all, their exceptional project management skills stood out.
Emerline demonstrated a deep understanding of the client's vision
Emerline demonstrated a deep understanding of the client's vision, delivering a functional MVP on time and within budget. The team was highly responsive to the client's needs and maintained clear communication throughout. Above all, their exceptional project management skills stood out.
CEO, Founder of Tribela GmbH
Germany
CEO, Founder of Tribela GmbH
Germany
The level of skill and quality of the developers is outstanding!
Emerline has been helping the client significantly improve their apps for 1.5 years. Their efforts have resulted in positive feedback from users and stakeholders. Moreover, the vendor impresses the client with their skills, flexibility, excellent project management, and effective communication.
The level of skill and quality of the developers is outstanding!
Emerline has been helping the client significantly improve their apps for 1.5 years. Their efforts have resulted in positive feedback from users and stakeholders. Moreover, the vendor impresses the client with their skills, flexibility, excellent project management, and effective communication.
Director, RedWrasse Ltd.
UK
Director, RedWrasse Ltd.
UK
Impressed with transparency, proactiveness, and customer-oriented processes
Emerline helped the client deploy the mobile app on the app store. Their team impressed the client with their transparency, proactiveness, and customer-oriented processes. They informed the client about any issues and addressed them swiftly, positively affecting the product quality and work speed.
Impressed with transparency, proactiveness, and customer-oriented processes
Emerline helped the client deploy the mobile app on the app store. Their team impressed the client with their transparency, proactiveness, and customer-oriented processes. They informed the client about any issues and addressed them swiftly, positively affecting the product quality and work speed.
CEO & Founder, Visible
Switzerland
CEO & Founder, Visible
Switzerland
My experience with Emerline has been great
The team was hired to design and develop the Echospectra mobile and web applications, as well as to integrate them with a variety of cloud services. A critical requirement was to rapidly develop the apps in an agile manner, quickly implementing important stakeholder and user feedback as it came along, and fixing any outstanding bugs. The team managed to accommodate this kind of agile, change-driven process successfully. Thanks to their rapid development approach, we've been able to build the initial app versions and then continuously iterate on them to refine our product offering and make sure it meets and exceeds customer expectations. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
My experience with Emerline has been great
The team was hired to design and develop the Echospectra mobile and web applications, as well as to integrate them with a variety of cloud services. A critical requirement was to rapidly develop the apps in an agile manner, quickly implementing important stakeholder and user feedback as it came along, and fixing any outstanding bugs. The team managed to accommodate this kind of agile, change-driven process successfully. Thanks to their rapid development approach, we've been able to build the initial app versions and then continuously iterate on them to refine our product offering and make sure it meets and exceeds customer expectations. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
CEO, Echospectra
USA
CEO, Echospectra
USA
We recommend Emerline as a reliable and skilled tech partner
Collaboration with Emerline was one of our best decisions! Their team quickly understood both the technical requirements and the industry-specific challenges we were trying to solve. We needed a secure, flexible platform that could support data-driven formulation across different industries, and Emerline delivered exactly that. Their team approached the task with professionalism, understood our goals, and built a solution that met both technical and user-facing needs.The result is a working platform that reduces manual work, speeds up R&D, and supports faster, smarter formulation processes across various industries. From day one, communication was smooth, timelines were clear, and we felt fully supported throughout the project. We highly recommend Emerline as a tech partner for your future initiatives.
We recommend Emerline as a reliable and skilled tech partner
Collaboration with Emerline was one of our best decisions! Their team quickly understood both the technical requirements and the industry-specific challenges we were trying to solve. We needed a secure, flexible platform that could support data-driven formulation across different industries, and Emerline delivered exactly that. Their team approached the task with professionalism, understood our goals, and built a solution that met both technical and user-facing needs.The result is a working platform that reduces manual work, speeds up R&D, and supports faster, smarter formulation processes across various industries. From day one, communication was smooth, timelines were clear, and we felt fully supported throughout the project. We highly recommend Emerline as a tech partner for your future initiatives.
FastFormulator Key Partner and Project Leader
USA
FastFormulator Key Partner and Project Leader
USA
They were very successful in listening to what we needed
They were very successful in listening to what we needed, making the appropriate suggestions, and pointing us in the right direction. They helped move our software from an awkward and crashy program to one that we depend on everyday. We couldn't do what we do without it.
They were very successful in listening to what we needed
They were very successful in listening to what we needed, making the appropriate suggestions, and pointing us in the right direction. They helped move our software from an awkward and crashy program to one that we depend on everyday. We couldn't do what we do without it.
Business Director, 3QC, Inc.
USA
Business Director, 3QC, Inc.
USA