Data Architecture Services

Make sure your data works for you, not against you. Well-developed enterprise data architecture drives growth and efficiency. Our modern data architecture services deliver better integration, performance, and security, adapted to your unique needs so you get the most out of your assets.

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  • Top 1% of global
    Software Service providers

  • ISO 27001 certification
    by Bureau Veritas

  • GDPR-Compliant processes
    for responsible data protection

  • AWS trusted infrastructure
    for scalable solutions

  • Bureau Veritas —
    an independent global leader in testing, inspection, and certification.

Data Architecture: Challenges and Solutions

Data architecture is the backbone of any successful data strategy. It keeps your data organized, accessible, and secure. We understand how overwhelming costs and integration can feel, so our data architecture consulting focuses on the challenges that hold your data back:

Challenge: Your data is scattered across tools and teams, so everyone works from a different version of the truth.

Solution: We design a centralized enterprise data architecture that creates a single source of truth.

The result? Fewer silos and smoother cross-team collaboration.

Challenge: Storage, maintenance, and reporting costs keep growing as your data does.

Solution: We plan an architecture that streamlines data processes and removes redundant storage and manual work.

The result? Lower operational costs and a data platform that pays for itself.

Challenge: Meeting GDPR, HIPAA, and industry regulations takes time and adds risk to every new data flow.

Solution: We build security and compliance features into the architecture from the start.

The result? You meet regulations without extra overhead or last-minute fixes.

Challenge: Reports take days because data has to be pulled from several systems and reconciled by hand.

Solution: We bring your data into one place and optimize the data flows between sources.

The result? Your team gets actionable insights exactly when they need them.

Challenge: Your current setup struggles with growing data volumes and new business needs.

Solution: We help you move to a cloud-based or hybrid data platform architecture built to grow with you.

The result? You can evolve with market needs and stay competitive.

Our Data Architecture Services

Beetroot experts provide bespoke data architecture consulting to help you design, implement, and improve your data platform. Our top talent brings custom services for the entire data lifecycle, from storage and migration to integration and governance.

  • Enterprise Data Architecture

    Experts build secure, flexible architectures for cloud, on-premises, or hybrid setups, ensuring high-quality data access that supports analytics, BI, and compliance.

  • Data Warehousing

    Our specialists use modern platforms to create governed warehouses for structured and semi-structured data, giving your team reliable storage and fast access.

  • Cloud Data Migration

    Experts migrate your data to scalable platforms like Snowflake or AWS with a custom plan, delivering a smooth transition with setup, training, and go-live support.

    Validation, phased cutover, and monitoring help reduce disruption and confirm that data remains usable after the move.

  • Data Lakes, Big Data, and NoSQL

    We implement data lakes on tools like AWS S3 and scale storage and processing with Hadoop, Spark, and NoSQL databases like MongoDB for large, unstructured data.

    The architecture is shaped around access patterns, retention needs, and expected growth to balance performance and cost.

  • Data Governance and Compliance

    We establish frameworks for quality, security, and compliance (GDPR, HIPAA, and others), with clear data ownership and access controls that safeguard your business.

    Practical policies and audit trails help teams manage sensitive data and adapt to evolving requirements.

  • Data Integration and ELT

    Dedicated teams design ELT processes that consolidate data from multiple sources and automate pipelines, speeding up insights with unified, actionable data.

    Monitoring and data quality checks help teams detect pipeline issues before they affect downstream reporting and analytics.

  • Bring all your data to one place for easier access.

Cooperation Types for Modern Data Architecture Consulting Services

Whether you need a dedicated team, product milestone development, or team training, our cooperation models match your industry, business needs, and project requirements, with transparent communication and efficient onboarding.

  • Dedicated Development Teams

    Direct communication and control

    Augment your team with data architecture experts who integrate into your workflow without hiccups. You keep full control and scale with confidence while we manage HR, recruitment, and training.

  • Project-Based Solutions

    End-to-end support

    Engage niche expertise for product discovery, milestone delivery, or maintenance. We handle the full project lifecycle, from prototyping to final delivery, while you maintain strategic oversight.

  • Team Workshops

    Hands-on team training

    Equip your team with training designed for your unique challenges. Sessions tackle real-world scenarios in data quality assurance, data implementation, big data, and more, with hands-on practice.

From a single architecture review to a long-term data team, we adapt our cooperation to your goals.

Data Architecture vs. Data Engineering

Data architecture designs the strategic blueprint for data systems. Data engineering builds and maintains the technical infrastructure. Together, they ensure efficient data flow and usability tailored to your needs.

  • Data Architecture

    • Defines the structure and organization of data systems
    • Sets standards, policies, and governance for data management
    • Aligns data strategy with long-term business objectives

  • Data Engineering

    • Builds and maintains data system infrastructure
    • Creates and optimizes data pipelines and workflows
    • Ensures data reliability, quality, and performance

Security and Compliance

Security isn’t just about meeting regulations. It’s about protecting your data, reducing risks, and keeping your business running. Data breaches, compliance fines, and operational disruptions threaten your bottom line and reputation, so our data architecture solutions build security into every layer.

  • GDPR

    Ensures data privacy and security for organizations handling EU citizens’ data, helping you avoid hefty fines and legal challenges.

  • HIPAA

    Safeguards sensitive patient information, so healthcare-related data architectures remain compliant and secure at every layer.

  • SOC 2

    Ensures reliable security, availability, processing integrity, confidentiality, and privacy controls for your cloud and data services.

  • Built-In Compliance

    Modern data architecture comes with built-in security and compliance features, so meeting new regulations doesn’t mean a rebuild.

Meet Our Data Architecture Experts

We connect you with seasoned professionals who design, implement, and optimize enterprise data architecture solutions. From migration to integration and compliance, our top talent brings cross-domain knowledge and dedication to every project.

  • $55/h

    Senior Data Analyst

    Olha B., 8+ years of experience
    A highly experienced Senior Data Analyst with a track record of driving strategic business outcomes through advanced data analysis and modeling. Possesses deep expertise in statistical inference, predictive modeling, and data storytelling, effectively communicating complex findings to both technical and non-technical audiences.
    • BI tools (Power BI, Tableau, Looker Studio)
    • Cloud Platforms: AWS, Azure, GCP
    • Data governance
    • Data warehousing
    • NumPy
    • Pandas
    • Python
    • Scikit-learn / Statsmodels
    • SQL (query optimization, window functions)

    Request full CV

  • $32/h

    Junior Data Analyst

    Artem K., 2+ years of experience
    A motivated and detail-oriented Junior Data Analyst. Eager to apply his strong analytical foundation to real-world business challenges. Has a solid understanding of statistical concepts and data manipulation techniques. Skilled in data cleaning, preparation, and basic analysis. Proficient in data visualization tools and is committed to learning and growing within the field.
    • BI tools (Power BI, Tableau, Looker Studio)
    • Pandas
    • PostgreSQL / MySQL / SQL (general) / Snowflake / Redshift
    • Python
    • Scikit-learn / Statsmodels

    Request full CV

  • $43/h

    Data Analyst & BI Specialist (mid‑level)

    Minh Khoa N., 5 years of experience
    Data‑driven professional translating raw numbers into business‑ready insights. Skilled in SQL, Python, and modern BI tooling, Khoa builds automated dashboards and predictive models that cut reporting time and boost revenue.
    • Apache Kafka / AWS Kinesis / Airflow / AWS Glue
    • BI tools (Power BI, Tableau, Looker Studio)
    • CI/CD
    • Data quality
    • Jupyter
    • Pandas
    • PostgreSQL / MySQL / SQL (general) / Snowflake / Redshift
    • Python
    • Scikit-learn / Statsmodels

    Request full CV

  • $60/h

    Data Science Automation Engineer

    Olena S., 8+ years of experience
    Olena excels in automating data pipelines and integrating ML solutions into existing systems. Her expertise ensures scalable, secure data management and continuous improvement in predictive analytics, empowering your business with reliable insights.
    • Backend
    • Python (Django/Flask/Fastapi)

    Request full CV

  • $58/h

    Mid-Level Data Scientist

    Nazar B., 5+ years of experience
    Proficient in statistical and ML techniques to solve business problems. Experience in collecting, cleaning, and analyzing large datasets, building predictive models, and communicating findings to stakeholders. Adept at working with various data sources and utilizing data visualization tools.
    • BI tools (Power BI, Tableau, Looker Studio)
    • Data processing (PySpark)
    • Jupyter
    • Keras / TensorFlow / PyTorch
    • NumPy
    • Pandas
    • PostgreSQL / MySQL / SQL (general) / Snowflake / Redshift
    • Python
    • Scikit-learn / Statsmodels

    Request full CV

  • $85/h

    Senior Data Scientist

    Magdalena R., 10+ years of experience
    A highly experienced data scientist with a proven track record of leading complex data science projects from inception to deployment. Expertise in developing and implementing advanced ML models, conducting statistical analysis, and providing actionable insights to drive business decisions.
    • Apache Kafka / AWS Kinesis / Airflow / AWS Glue
    • Cloud Platforms: AWS, Azure, GCP
    • Keras / TensorFlow / PyTorch
    • Processing: Hadoop, Spark, PySpark
    • Python
    • R
    • Scikit-learn / Statsmodels
    • SQL (query optimization, window functions)

    Request full CV

  • $65/h

    Senior Data Science Consultant

    Dimitar I., 10+ years of experience
    Dimitar leads data strategies along with predictive model development. His work spans multiple industries, delivering tailored solutions. He is an expert in transforming raw data into insights that drive operational efficiency.
    • Backend
    • Python (Django/Flask/Fastapi)

    Request full CV

Our Data Architecture Development Process

Great results come from deliberate, well-planned processes. We work closely with your team to align business goals with data needs, so every step of our transparent, adaptable process delivers measurable impact.

  • Defining Strategy Alignment

    Step 1

    We meet with your executives and end-users to understand what needs to be achieved and which data supports it, producing a plan that ties your data setup to business objectives.

  • Data Governance and Risk Assessment

    Step 2

    We review your data rules and how data moves and is handled to find risks and discrepancies, covering security and compliance from the very beginning.

  • Technology Stack Evaluation

    Step 3

    We assess the tools you already use, spot what isn’t working well, and find ways to make your stack more flexible, smoother to run, and better aligned with your budget.

  • Data Architecture Blueprint

    Step 4

    We design a custom data setup, choosing the best ways to store and connect data in lakes or warehouses, and deliver a simple, future-ready blueprint of the system.

  • System Implementation and Migration

    Step 5

    We set up the new system and move your data over, checking that everything stays correct, and handle setup, testing, and tuning until it runs like a well-oiled machine.

  • Deployment and Support

    Step 6

    Our data architecture experts get your new system up and running. You get a safe, expandable setup that grows with your business, with our team always there for backup.

Industry-Specific Data Architecture Solutions

Every industry has different data needs. Our data architecture consulting tackles each sector’s unique problems, so your systems work well, follow the rules, and grow with your business.

  • HealthTech

    Boost telemedicine and simplify health records with secure data setups. Our expert network helps you deliver better patient outcomes while meeting stringent regulations.

  • GreenTech

    Track resources and assess environmental impact with cloud and IoT data solutions, and get niche tech talent to take your clean energy or climate tech product further.

  • FinTech

    Ensure safe, efficient transactions with fraud detection and real-time data systems. We strengthen your teams to boost trust and operational fluidity in financial processes.

  • EdTech

    Create custom learning paths and better content delivery with our data setups. We add top professionals who build engaging, personalized learning experiences for every student.

  • MarTech

    Reach target audiences more effectively and gain deeper campaign insights with our data architecture services, enhancing marketing performance and customer connections.

  • WearableTech

    Use our data expertise to understand user habits and improve your products. We turn usage data into ideas for features, designs, and better wearable experiences.

    Privacy-aware pipelines bring device and app data together, helping product teams identify patterns across the user journey.

Let’s elevate your data architecture:

Beetroot as a Modern Data Architecture Company

We’re a team that puts people first and cares about sustainability. Our experts build strong, secure data systems that help you run your business smoothly, blending deep expertise with a focus on doing what’s right. Here’s what sets us apart:

  • Cross-Industry Expertise

    We bring insights from HealthTech, FinTech, GreenTech, and other sectors, from local projects to global enterprises, to shape data architecture for your industry.

  • User-Focused Design

    Your teams and stakeholders are our focus. We build data systems that are simple to use and quick to adopt, driving efficiency across your data architecture.

  • Flexible Collaboration

    Choose dedicated teams, one-off projects, or workshops. Every option comes with accountability, and you can adjust the setup as your data needs change.

  • Ethical Data Practices

    Privacy, security, and compliance are in the mix from day one. Our solutions help you comply with GDPR, HIPAA, SOC 2, and more, keeping trust at the core.

  • Sustainability Focus

    Beetroot aligns with 11 UN SDGs, uses eco-friendly tech, and balances business growth with environmental responsibility and positive social impact.

  • Knowledge Empowerment

    We transfer knowledge to your team throughout the engagement, building the capabilities you need to sustain and evolve your data solutions long-term.

Client Testimonials

Much of our work stays private because of NDAs, but the feedback we can share shows the real difference we make, whether in data systems, design, or development. Beetroot’s clients see clear, measurable improvements.

  • Kelly Ostrowercha
    Director of Project Operations at Briteweb

    Beetroot quickly and fairly solves any issues we may have. The developers are highly skilled and very hard working. From a client satisfaction standpoint, it has done so much for our business by being able to move through tickets and projects faster with these skilled and dedicated resources.

Featured Cases

Here are some of our successful projects. They show our expertise and the tangible results we’ve achieved.

  • AI Genomics Platform

    This Israeli-American healthcare startup uses ML and advanced algorithms to map genetic information. The client first engaged Beetroot for front-end and back-end support, then expanded the team with physicians and data scientists. Through complex ML workflows, our teams elevated platform reliability, and the partnership remains active.

    Read the full story

    • Python
    • Angular
    • Docker
    • Flask
    • Vue js

Custom Data Architecture Workshops

Organizations investing in knowledge sharing see better project outcomes and retain top talent longer. Our custom workshops build your team’s skills in data architecture, data integration, BI tools, and more, with practical training built around your requirements. Key benefits:

  • Practical Implementation Training

    Your team learns to build data systems from start to finish, from data prep to launch, and leaves with hands-on skills to create smoothly running architectures.

  • Targeted Skill Advancement

    We shape training around your goals, whether that’s building a new data setup from scratch or updating an existing one, so sessions fit your needs.

  • Long-Term Confidence

    Experienced coaches give constructive, timely feedback so skills stick, and your team feels confident handling data challenges on its own.

Ready to build a stronger data foundation?

Let’s discuss how our data architecture consulting services can help you build a system that is efficient, secure, and ready to evolve. Fill out the form for personalized guidance.

    FAQs

    Nick Tykhomyrov, CBDO, Beetroot

    Nick Tykhomyrov

    CBDO