Data Engineering & Infrastructure Consulting

Build the Data Foundation that Powers AI

From raw data to real intelligence, we design and build scalable data platforms and analytics infrastructure that turn complex data ecosystems into a foundation for AI, advanced analytics, and enterprise-decision making.

Meet an Expert

DATA ENGINEERING Services Trusted by Industry Leaders

Native Digital - 2024 Partner of the Year
2024 & 2025 Databricks Digital Native Partner of the Year
dbt labs - Preferred Consulting Partner
Databricks Gold Partner
dbt labs - Preferred Consulting Partner
dbt Visionary Partner
Databricks - Solution Architects Champion
2 Databricks MVPs
Databricks - Solution Architects Champion
20 Databricks Champions
AI Data Cloud Services Partner
Snowflake Elite Partner 2023, 2024, 2025, 2026
Snowflake - Data Superheroe
3 Snowflake Data Superheroes
Snowflake - Data Superheroe
Snowflake UK & Ireland Services Partner of the Year
dbt labs - Preferred Consulting Partner
2024 dbt Innovation Partner of the Year: Americas
Native Digital - 2024 Partner of the Year
2024 & 2025 Databricks Digital Native Partner of the Year
dbt labs - Preferred Consulting Partner
Databricks Gold Partner
dbt labs - Preferred Consulting Partner
dbt Visionary Partner
Databricks - Solution Architects Champion
2 Databricks MVPs
Databricks - Solution Architects Champion
11 Databricks Champions
AI Data Cloud Services Partner
Snowflake Elite Partner 2023, 2024, 2025, 2026
Snowflake - Data Superheroe
2 Snowflake Data Superheroes
Snowflake - Data Superheroe
Snowflake UK & Ireland New Logo Services Partner of the Year
dbt labs - Preferred Consulting Partner
2024 dbt Innovation Partner of the Year: Americas

Award-winning expertise across the modern data cloud

We are the Databricks Digital Native Partner of the Year, a Snowflake Elite Partner, and a dbt Labs Visionary Partner. That means our sole focus is delivering the best solutions to drive tangible, measurable results for our clients without any platform bias.

Our Offerings

Engineering the data platforms that power modern AI

Our data engineering and infrastructure services focus on building AI-native data platforms that unify fragmented data sources, automate deployment of new analytical workloads, and create scalable environments for analytics and AI development.

By combining modern lakehouse architectures, semantic context, and automated infrastructure, we ensure your organization can move from raw data to reliable insights with confidence.

HOW WE WORK

Our approach to Data Engineering & Infrastructure

From understanding use cases to creating a roadmap to analytical success, we’re here to guide you with a tech stack tailored to meet your needs, now and in the future.

180

+

Successful project delivered

50

+

Satisfied clients

120

+

Technical certifications

10

days

Avg. to onboard new data sources

Deep expertise in the world’s leading data technology platforms

Get Started

ADDITIONAL PLATFORM EXPERTISE

What our clients are saying

Andrew Hartman
Chief Growth Officer
,
PetScreening

With Aimpoint Digital, we have a partner in our business outcomes rather than just a partner in accomplishing work. Their strategic prowess, excellent talent, and focus on business outcomes are the reasons we'll be with them for as long as PetScreening is here.

Chief Growth Officer
Charles Lorenz
Lead Data Architect
,
Johnsonville

Aimpoint Digital’s Databricks Lakehouse Accelerator program was one of the best technology implementations I have been a part of in my twenty-five years using data technologies. Their team helped us set up our Databricks environment and provided clear, hands-on guidance that quickly brought our staff up to speed. This was all done in under five weeks. We highly recommend their Databricks Lakehouse Accelerator program to any organization looking to take advantage of Databricks extensive capabilities in record time.

Lead Data Architect
Brian Sokol
VP Data Architecture and Data Engineering
,
Westat

As a leader in data-driven research and analytics, Westat partnered with Aimpoint Digital to architect and deploy our next-generation Databricks platform. Their intuitive grasp of our needs and agile execution helped us accelerate project onboarding while maintaining governance and cost control—key ingredients in the innovation behind our WesLytics platform.

VP Data Architecture and Data Engineering
Alan Buxton
Chief Technology Officer
,
Simfoni

"Aimpoint helped us work in an iterative way and take advantage of Snowflake features that we hadn’t thought of. This worked very effectively to get our product launched on the Snowflake Marketplace and has built a great basis to keep evolving the product and our relationship with Aimpoint.”

Chief Technology Officer
CASE STUDIES

Explore our customer success stories

View All Case Studies

Insights from the experts at Aimpoint Digital

View All Insights

Meet the expert team

Dylan Ford
Dylan Ford
Dylan Ford
Databricks Practice Lead
United States
Christopher Marland
Christopher Marland
Christopher Marland
Snowflake Practice Lead
United Kingdom
Meg Fager, Ph.D.
Meg Fager, Ph.D.
Meg Fager, Ph.D.
Principal AI Engineer
United States
Oscar Giles
Oscar Giles
Oscar Giles
Lead Data Engineer
United Kingdom
Andrés Uriza
Andrés Uriza
Andrés Uriza
Principal Data Engineer
Colombia

Transform your
data infrastructure

Whether you need advanced AI solutions, strategic data expertise, or tailored insights, our team is here to help.

Meet an Expert

Next Approach:

Analytics Engineering

Infrastructure & Platform Engineering

We design modern data platforms that are automated, AI-ready and cost-efficient, enabling clients to move faster, govern smarter, and scale confidently. Our approach centers on repeatability, intelligent automation, and architectures aligned with where the ecosystem is truly heading.

Unlock Operational Efficiency

Our services include

Migration Strategy + Execution

Move to your next-generation data platform with confidence. We design clear, risk-aware migration strategies and execute them with an automation-first approach, reducing downtime, accelerating time-to-value, and ensuring your new environment is fully optimized and provides value from day one.

Platform Evaluation + Architecture

We help you cut through complexity and select the right platform architecture for your business. Our team assesses your current ecosystem, identifies gaps, and defines scalable, future-proof designs that support analytics, AI agents, and governed, high-performance data operations.

DataOps + Infrastructure Automation

Accelerate delivery with automated, reliable, and standardized data operations. From Terraform-based provisioning to CI/CD pipelines and automated testing, we build the automation frameworks that modern platforms require, reducing friction, increasing productivity, and ensuring consistent data quality across your ecosystem.

FinOps + Platform Optimization

Turn cloud consumption into a controlled, predictable investment. We embed cost governance into your platform to track spending in real time, automating alerts and circuit breakers, and optimizing workloads across your data platform.

Tool Evaluation + Architecture Advisory

Selecting the right tools shouldn’t be guesswork. Our experts provide objective evaluation and architecture guidance across ingestion, transformation, governance, AI tooling, and visualization, ensuring every component fits your strategy and strengthens your overall platform foundation.

The Aimpoint Advantage
  • Expertise spans the full data and analytics lifecycle
    Our team brings deep end-to-end expertise. From platform provisioning and ingestion patterns to semantic layers, intelligent agents, governed analytics, we design and deliver modern data ecosystems that evolve as our clients’ needs evolve.
  • Support and Augment Customers at Any Maturity Level
    Whether a client is just beginning their data journey or modernizing a mature multi-cloud environment, we meet them where they are and accelerate their progress with tailored architectures, automation, and h ands-on engineering leadership.
  • Product accelerators
    We leverage a growing suite of accelerators including quickstart blueprints, semantic-layer assets, reference architectures, and zero-copy patterns to compress timelines, reduce friction, and deliver value from day one.
  • Automated Migration Tools
    Our automation first approach enables faster, safer migrations through tools and patterns that minimize manual effort, reduce risk, and streamline the transition to modern, AI-ready data platforms.
  • Templates for Quickly Standing up Infrastructure
    With pre-build Terraform provisioning modules, CI/CD templates standardized data platform configurations, we help clients stand up reliable, production-ready environments in days, not weeks.

Next Approach:

AI Engineering

Analytics Engineering

We bring software engineering rigor to analytics, building end-to-end platforms that are reliable, scalable, and production ready. The result is a durable data foundation that supports trusted reporting, self-service analytics, and AI.

Unlock Operational Efficiency

Our services include

Data & Semantic Model Design

Designing analytics and AI-ready data models that reflect how businesses truly operate. We define what each dataset represents and at what level, along with explicit ownership and governed semantics so data is reliable for BI, self-service analytics, and downstream AI/ML consumption.

Pipeline Development & Orchestration

Building production-grade transformation pipelines that reliably move data from raw to analytics and AI-ready states. This includes modular transformations, automated deployments, and orchestration patterns that support both operational reporting and emerging AI workloads across bronze, silver, and gold layers.

Analytics Optimization & AI Readiness

Optimizing analytics workflows to handle more users, complexity, and AI-driven use cases. By hardening data quality and reliability, streamlining workflows, and tuning performance and cost, we help teams move faster while keeping analytics and AI outputs trustworthy and scalable.

Analytics Engineering Enablement

Helping teams truly own what is built. This includes playbooks, modeling standards, operating models, and hands-on training, so analytics engineers, analysts, and business users can confidently scale systems without creating fragmentation or technical debt.

The Aimpoint Advantage

Analytics engineering works best when engineering, analytics, and the business move together. That’s how we operate:

  • Deep technical expertise across modern data stacks, from ingestion and warehousing to transformation, semantic modeling, and activation
  • Cross-practice delivery that connects data engineering, data analytics, data science, and enablement, instead of treating them as silos
  • Proven experience implementing scalable, governed analytics platforms for high-growth teams, with reliability, clarity, and long-term maintainability integrated from the start
  • We don’t just ship models or dashboards. We build analytics systems that teams trust, maintain, and grow.

Next Approach:

Application Engineering

AI Engineering

Deploy scalable generative AI solutions that drive measurable business outcomes with confidence.  Our value-driven, evaluation-first approach ensures GenAI products are designed for production from day one.

Unlock Operational Efficiency

Our Services Include

AI Strategy & Workshops

Align your organization, data, and platforms for successful GenAI adoption. We assess readiness, define a scalable reference architecture, and create a practical roadmap to move high-impact use cases from pilot to production.

Production Ready Pilots

Turn promising AI ideas into working solutions fast. We rapidly build and test high-value prototypes, then provide the evaluation, deployment framework, and observability needed to scale them into reliable production systems.

Sustained AI Excellence

Keep your GenAI solutions reliable, scalable, and continuously improving. We provide production support and strategic advisory across deployment, observability, optimization, and architecture to help your AI systems perform at their best.

The Aimpoint Advantage

  • Deep expertise in large-scale GenAI systems
  • Delivering production-ready AI solutions across travel, energy, HR, startups, and financial services
  • Solution development across leading platforms and cloud providers, including Databricks, Snowflake, AWS, Azure, and Dataiku
  • Flexibility to leverage and support proprietary or open-source foundation models
  • Multidisciplinary teams bringing AI engineering, ML engineering, data engineering, and applied deep learning together to deliver end-to-end AI systems
  • Collaborative, end-to-end delivery model to ensure solutions move seamlessly from experimentation to production

Next Approach:

Infrastructure & Platform Engineering

Application Engineering

Unlock the potential of AI through the enablement of meaningful engagement with best-in-class agentic solutions. From concept to production, we engineer scalable applications and software that power modern business platforms.

Unlock Operational Efficiency

Our Services Include

Data Application Development

Design and build custom data-driven applications that turn complex data into intuitive, actionable tools—empowering teams to make faster, smarter decisions.

Embedded Analytics

Seamlessly integrate analytics directly into your existing platforms, delivering real-time insights where your users already work—no extra tools required

Data Integration + Automation

Connect to disparate systems and automate data workflows to eliminate manual processes, improve data accuracy, and ensure your business runs on timely, trusted information.

Analytic Embeds

Embed powerful dashboards and visualizations from leading platforms like Sigma, Tableau, and Power BI directly into your applications, enhancing user experience with interactive, self-service insights.

UI/UX interfaces for working with AI/ML

Create intuitive, human-centered interfaces that make advanced AI and machine learning capabilities accessible, usable, and impactful for everyday business users.

Custom application & websites for business purpose

Develop tailored web and application solutions designed around your unique business needs—driving efficiency, scalability, and measurable outcomes.

Scalable APIs & frameworks with backend integrations

Build robust, scalable APIs and backend frameworks that enable seamless system integration, support growth, and provide a strong foundation for future innovation.

The Aimpoint Advantage
  • Expertise across all 3 major cloud platforms, ensuring you can deploy your apps anywhere with any service.
  • End – to – end development services that seamlessly integrate your data platforms, APIs, and frontend websites into fast and performant applications
  • Frontend, middleware, and backends designed by the same teams for continuity, scalability, and performance optimization
  • Metadata driven development that allows for easy manipulation and control of the application