Databricks Consulting

Unify your data architecture by bringing data, analytics, and GenAI workloads together with Databricks. Our expert team can help you migrate, scale and implement Databricks to streamline operations, expedite data processing, and make the most of advanced analytics, data science, and GenAI models.

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Databricks 7
2024 & 2025 Digital Native Partner of the Year
Databricks 1
20 Databricks Champions
Databricks 2
Brickbuilder Accelerator Certified Provider
Databricks 3
140+ Databricks Certifications
Databricks 8
Gold Partner
Databricks 6
2 Databricks MVPs
Databricks 9
Retail, Consumer Goods & Travel
Databricks 10
AI
Databricks 11
Financial Services
Databricks 12
Security & Governance

Discover our

Databricks

case studies

,
97%
Reduction in BI Objects
130+
targeted enterprise metrics built in 6 months
Analytics

Enterprise BI Modernization for a Leading Logistics Provider

97%
Reduction in BI Objects
130+
targeted enterprise metrics built in 6 months
Enterprise BI Modernization for a Leading Logistics Provider

,
20+
metric views powering Genie across ~10 million tons of manufacturing capacity
350+
SQL objects migrated with zero downtime for 950+ Business Users
Data Engineering & Infrastructure

How a Global Manufacturer Modernized Analytics and Achieved AI Readiness With 20+ Semantic Models

20+
metric views powering Genie across ~10 million tons of manufacturing capacity
350+
SQL objects migrated with zero downtime for 950+ Business Users
How a Global Manufacturer Modernized Analytics and Achieved AI Readiness With 20+ Semantic Models

,
Achieved 100%
ICD-10 code assignment coverage compared to 15% baseline
50%
reduction in manual review time
Artificial Intelligence

Healthcare Research Program Achieves 100% ICD-10 Code Assignment with Governed Agentic AI

Achieved 100%
ICD-10 code assignment coverage compared to 15% baseline
50%
reduction in manual review time
Healthcare Research Program Achieves 100% ICD-10 Code Assignment with Governed Agentic AI

,
Enabled
multi-step agentic SQL generation for conversational access to structured enterprise data
Delivered
executive self-service analytics through natural language interaction
Artificial Intelligence

Connecting Decision Makers to data through Agentic AI for a National Distributor

Enabled
multi-step agentic SQL generation for conversational access to structured enterprise data
Delivered
executive self-service analytics through natural language interaction
Connecting Decision Makers to data through Agentic AI for a National Distributor

,
80%
reduction in event-based promotion costs
96%
ROC-AUC and 65% PR-AUC by training a custom distributed deep learning architecture on 500M+ customer interactions
Decision Science

Predicting Customer Intent at Scale for a Top Sportsbook

80%
reduction in event-based promotion costs
96%
ROC-AUC and 65% PR-AUC by training a custom distributed deep learning architecture on 500M+ customer interactions
Predicting Customer Intent at Scale for a Top Sportsbook

“Our engagement with Aimpoint lasted 5 weeks, and we heard from them every step of the way. This gave our team a chance to remain involved in the development process and keep the work super relevant. The overall experience was very smooth and Aimpoint delivered results very quickly. We highly recommend Aimpoint to any organization looking to take advantage of Databricks extensive capabilities in record time.”

Staff Data Scientist
Aviation Manufacturer
,
Fully Automated
From manual, time-intensive certification reporting to fully automated reports with graphs and AI summarization
99%
reduction in document generation time utilizing advanced AI
Artificial Intelligence

Accelerating FAA Certification Reporting with AI

Fully Automated
From manual, time-intensive certification reporting to fully automated reports with graphs and AI summarization
99%
reduction in document generation time utilizing advanced AI
Accelerating FAA Certification Reporting with AI

,
99.8%
Faster Trip Planning
6 Weeks
Enterprise GenAI POC Delivered
Artificial Intelligence

Agentic AI cuts travel planning time by 99.8%

99.8%
Faster Trip Planning
6 Weeks
Enterprise GenAI POC Delivered
Agentic AI cuts travel planning time by 99.8%

,
67%
Improved forecast accuracy across client sites using a global neural network model
75–90%
Reduction in model retraining frequency, significantly lowering compute costs
Artificial Intelligence

From Good to Great: Deep Learning Forecasts Cuts Inventory Costs in Manufacturing

67%
Improved forecast accuracy across client sites using a global neural network model
75–90%
Reduction in model retraining frequency, significantly lowering compute costs
From Good to Great: Deep Learning Forecasts Cuts Inventory Costs in Manufacturing

,
90%+
classification accuracy
<30s
RAG system response time
Artificial Intelligence

GenAI in Action: Transforming Unstructured Data into Value for ESA

90%+
classification accuracy
<30s
RAG system response time
GenAI in Action: Transforming Unstructured Data into Value for ESA

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.

Charles Lorenz
Lead Data Architect
,
Johnsonville
Delivered
a modular, automated data platform leveraging Databricks, Terraform, and CI/CD.
Enabled
faster time-to-insight and improved data governance for Johnsonville’s analytics workflows.
Data Engineering & Infrastructure

Johnsonville Databricks Lakehouse Accelerator

Delivered
a modular, automated data platform leveraging Databricks, Terraform, and CI/CD.
Enabled
faster time-to-insight and improved data governance for Johnsonville’s analytics workflows.
Johnsonville Databricks Lakehouse Accelerator

,
15%+
increase in gross profit for API quotes
2 new
model evaluation KPIs
Decision Science

Supercharging Dynamic Pricing for a Trucking Logistics Company

15%+
increase in gross profit for API quotes
2 new
model evaluation KPIs
Supercharging Dynamic Pricing for a Trucking Logistics Company

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.

Brian Sokol
VP Data Architecture and Data Engineering
,
Westat
Within Minutes
automated creation of isolated projects using Terraform
100%
of all cloud and Databricks costs automatically allocated to a project
Data Engineering & Infrastructure

A Bespoke Next-Generation Platform for Westat

Within Minutes
automated creation of isolated projects using Terraform
100%
of all cloud and Databricks costs automatically allocated to a project
A Bespoke Next-Generation Platform for Westat

,
10+
data sources unified
90%
decrease in model runtime
Decision Science

Empowering Business Decisions with Scalable Churn Prediction

10+
data sources unified
90%
decrease in model runtime
Empowering Business Decisions with Scalable Churn Prediction

,
56%
reduction in compute costs
400+
data pipelines consolidated and unified
Data Engineering & Infrastructure

Databricks Migration Halves Time to Insights for Aktana

56%
reduction in compute costs
400+
data pipelines consolidated and unified
Databricks Migration Halves Time to Insights for Aktana

,
$6MM
annual customer lifetime value added
$1.4MM
annual savings opportunity identified
Analytics

The $6MM Difference: Turning Data into Dollars for Fitness Marketing Success

$6MM
annual customer lifetime value added
$1.4MM
annual savings opportunity identified
The $6MM Difference: Turning Data into Dollars for Fitness Marketing Success

,
68%
Reduction in GenAI Expenditure
Artificial Intelligence

68% Reduction in GenAI Run-cost and Improved Performance in Just One Week

68%
Reduction in GenAI Expenditure
68% Reduction in GenAI Run-cost and Improved Performance in Just One Week

,
4+
Value-driving insights per destination
32%
Reduction in time to iteratively improve models
Analytics

A Dynamic Pricing Model Provides High-Value Insights to Multi-National Travel Company

4+
Value-driving insights per destination
32%
Reduction in time to iteratively improve models
A Dynamic Pricing Model Provides High-Value Insights to Multi-National Travel Company
Data Engineering & Infrastructure

Digital Insurance Platform Modernization for Covered Insurance

Digital Insurance Platform Modernization for Covered Insurance

,
90%
Reduction in false positives
Artificial Intelligence

Customer Behavior Modeling for Online Sportsbook

90%
Reduction in false positives
Customer Behavior Modeling for Online Sportsbook

,
0.5 FTE
Saved per month
Trusted
Unified Data Platform
Data Engineering & Infrastructure

Transforming Data Science Processes for a Leading Investment Firm

0.5 FTE
Saved per month
Trusted
Unified Data Platform
Transforming Data Science Processes for a Leading Investment Firm

,
12+
Streaming pipelines running concurrently
Data Engineering & Infrastructure

Building Application Streaming for Real-Time Ad Metrics with Databricks

12+
Streaming pipelines running concurrently
Building Application Streaming for Real-Time Ad Metrics with Databricks

Aimpoint Digital helped Straumann combine our ERP and BW data into a single, trusted source, enhancing data quality and setting up the entire data governance process. Databricks now integrates with our various visualization tools, improving our reporting capabilities, which helped a lot in our data-driven decision-making processes and improved organization wide data maturity.

Zili Huang
Data Analyst
,
Straumann Group
17.5%
Reduction in excess inventory
90%
SLA ticket compliance
Strategy

Transforming Operations Analytics with Databricks for Straumann

17.5%
Reduction in excess inventory
90%
SLA ticket compliance
Transforming Operations Analytics with Databricks for Straumann

Databricks services we provide

AI & Analytics + Strategy
  • Actionable GenAI Strategy
  • Data Monetization Strategy & Enablement
  • Self-service Analytics Strategy
  • Bespoke Databricks Apps & Dashboard development
Migration & Instantiation
  • Account and workspace deployment utilizing templated terraform scripts on all cloud platforms
  • On-prem & cloud Data warehouse migrations
  • Tool & Orchestration migrations (e.g. Matillion, Airflow/Astro, Talend)
  • OLTP (e.g. Postgres, MongoDB, Cosmos) to Lakebase Migrations
  • BI to Dashboard Migrations (e.g. Looker, Tableau, PowerBI)
Data Ingestion & Transformation
  • Observable & performant streaming ingestion framework
  • Config driven pipelines (Python, Scala, SQL, Spark Declarative Pipelines)
  • Data modeling & semantic layer (Metric Views) analytics engineering
  • Unstructured data ingestion, chunking & RAG
GenAI & ML
  • Feature store migrations & instantiations
  • Traditional ML & MLOps
  • Genie & Text2SQL
  • AgentBricks and custom complex Agentic Systems
  • LLMOps GenAI agent deployment, evaluation, observability & orchestration framework

Unlock the full potential of Databricks Genie

Learn more

Accelerate your Databricks journey

Utilize our accelerators to shortcut your time to realizing value from your data assets in Databricks

Start the Conversation
Databricks Jump Start
Databricks Jump Start

Accelerate time to clean and governed data

Databricks Jump Start
Databricks Jump Start

Accelerate time to clean and governed data

Databricks Platform Demo
Databricks Platform Demo

Understand the key advantages and features of Databricks

Databricks Platform Demo
Databricks Platform Demo

Understand the key advantages and features of Databricks

Databricks Lakehouse Accelerator
Databricks Lakehouse Accelerator

Fast track your Databricks Onboarding Journey

Databricks Lakehouse Accelerator
Databricks Lakehouse Accelerator

Fast track your Databricks Onboarding Journey

Databricks RAG LLM Architecture PoC
Databricks RAG LLM Architecture PoC

Get started in GenAI with a RAG Model integrated with MLFlow

Databricks RAG LLM Architecture PoC
Databricks RAG LLM Architecture PoC

Get started in GenAI with a RAG Model integrated with MLFlow

AgentOps Databricks Brickbuilder Accelerator
AgentOps Databricks Brickbuilder Accelerator

Confidently deploy, monitor, and manage GenAI systems in production

AgentOps Databricks Brickbuilder Accelerator
AgentOps Databricks Brickbuilder Accelerator

Confidently deploy, monitor, and manage GenAI systems in production

Databricks GenAI Strategy Accelerator
Databricks GenAI Strategy Accelerator

Set the stage for a successful GenAI implementation with our four-week Databricks GenAI accelerator.

Databricks GenAI Strategy Accelerator
Databricks GenAI Strategy Accelerator

Set the stage for a successful GenAI implementation with our four-week Databricks GenAI accelerator.

Databricks MLOps Quick Start
Databricks MLOps Quick Start

Set up MLOps with automated data quality checks

Databricks MLOps Quick Start
Databricks MLOps Quick Start

Set up MLOps with automated data quality checks

Databricks DataOps Quick Start
Databricks DataOps Quick Start

Govern and secure your data while allowing a streamlined development experience

Databricks DataOps Quick Start
Databricks DataOps Quick Start

Govern and secure your data while allowing a streamlined development experience

Databricks DataOps Quick Start
Databricks Decision Optimization Accelerator

Build, deploy, and maintain decision support tools

Databricks Decision Optimization Accelerator
Databricks Decision Optimization Accelerator

Build, deploy, and maintain decision support tools

Data Quality App
Data Quality App

Simplify, observe and control your data quality with an Intuitive Databricks App

Data Quality App
Data Quality App

Simplify, observe and control your data quality with an Intuitive Databricks App

SQLift
SQLift

Seamlessly migrate from dozens of on-prem or cloud data warehouses to Databricks with our robust migration platform

SQLift
SQLift

SQLift

Drive optimal pricing decisions leveraging econometrics and AI models

Promotion Price Optimization

Our promotion price optimization solution, built on the Databricks Data Intelligence Platform and powered by a Sigma user interface, allows businesses to increase revenue and profitability by utilizing forecasting machine learning models to identify the ideal discount rate during a promotion.

Learn More
MEET YOUR POTENTIAL PROJECT LEADERS

Our

Databricks

experts guide you every step of the way

Dylan Ford

Dylan Ford

Databricks Practice Lead

Dylan has over two decades of experience in delivering data projects across a vast array of industries, with a specialization in Databricks. He is an expert in all aspects of building data pipelines, from modern low code solutions to highly customized Python and Scala projects.​

Prior experience
Disney, ANZ Bank
Byron Capelle

Byron Capelle

Data Platform Architect

Byron has over a decade of experience designing data platforms in both AWS and Azure, specializing in all aspects of Databricks implementation. He has incredibly advanced technical skills, with over a dozen certifications and deep expertise in multiple programming languages, cloud technologies, and storage solutions.

Prior experience
GE, Aramark, Other Consultancies​
Elizabeth Khan

Elizabeth Khan

Director of AI Engineering

Elizabeth has a rich consulting background in developing and deploying large-scale ML models, leveraging her deep expertise in advanced analytics and data science to drive business value and insights for her clients. She is passionate about leveraging technology to solve real-world problems through the power of AI.

Prior experience
Accenture, Boeing
Andrew Sitz

Andrew Sitz

Principal Solutions Architect

Andrew is a Databricks MVP and Principal Solutions Architect at Aimpoint Digital, specializing in Microsoft and Databricks solutions. He holds a Bachelor of Business Administration from the University of South Dakota and lives in Des Moines, Iowa, with his wife and four children. Outside of work, he enjoys staying active, exercising, and skateboarding when he can.

Prior experience
Consulting
THE AIMPOINT ADVANTAGE

Your trusted partner in advanced analytics

Meet an Expert
Successful project delivery. Guaranteed.
Integrated solutions that span technologies and domain expertise
Custom solutions designed with deep industry expertise
An elite team built to deliver unparalleled solutions and results
Flexible engagement options to fit your specific needs
Cutting edge AI innovation through Aimpoint Labs' research and development

Next Approach:

Genie & Semantic Layer

Lakebase Solutions

Our solutions help organizations configure and deploy Databricks Lakebase for low-latency use cases such as an application backend, online feature stores, agent memory, and semantic search. They provide best practices to support high-concurrency workloads with the durability and responsiveness needed for data-intensive environments.

Our services include

Application Development

Design and operate high-performance systems on Lakebase, combining deep expertise in data modeling, query optimization, front-end design and micro-service API creation. Build scalable, reliable solutions that fully leverage Lakebase’s advanced capabilities—delivering fast, consistent, and production-ready data platforms from day one.

Lakebase Migrations

Our full stack application developers guide you through the complex process of updating microservice and API middleware to leverage Lakebase, while utilizing our SQLift migration platform to convert any stored procedures or SQL scripts to run on Lakebase.

Agent Memory

Our AgentOps Brickbuilder accelerator deploys and configures Lakebase to provide agent systems with short-term & long-term memory as well as persisting conversation history for users. This drastically increases useability and adoption of agent systems, providing meaningful RoI.

StreamHub

Gain control of your Databricks workloads with StreamHub - A single pane of glass view of your streaming performance and costs. Insights, dashboards, and recommendations tailored to your needs. Whether you are streaming directly to Lakebase or utilizing ZeroBus, StreamHub has you covered.

Why Aimpoint for Lakebase

  • Proven AI & Data Expertise – Aimpoint brings deep experience designing and deploying real-time AI systems on Databricks, ensuring Lakebase is thoughtfully implemented to maximize performance and scalability.
  • Accelerated Time-to-Value – Our pre-built accelerators and best practice frameworks reduce setup time and help you move from prototype to production faster.
  • Architecture That Scales – We design Lakebase solutions that handle high concurrency, low-latency demands, and evolving workloads with configuration driven platforms.
  • End-to-End Implementation – From strategy and architecture to deployment and optimization, Aimpoint supports the full lifecycle of your Lakebase-powered applications.
  • Optimized for Real-Time Use Cases – Whether it’s agent memory, feature serving, or semantic retrieval, we tailor Lakebase to your specific AI workloads.
  • Operational Excellence – We ensure your platform is resilient, cost-efficient, and production-ready with monitoring, governance, and performance tuning built in.

Genie & Semantic Layer

Aimpoint Digital pioneered the Genie Workshop and has crafted specific offerings to educate, launch and operationalize Genie for the entire org.

Our Services include

Genie Workshops

Accelerate the path to production-ready Genie environments through focused, expert-led workshops. Across four structured sessions, Databricks specialists guide teams through infrastructure setup, best practices, semantic modeling, and organizational adoption laying the foundation for a scalable and trusted implementation.

Genie Project

Rapidly deliver end-to-end Genie use cases with a focused 5-week accelerator. Leveraging the Genie Development Framework, this engagement builds a production-ready environment using proven best practices, ensuring a scalable, high-impact solution from day one.

Data Modelling & Metric Views

Design analytics- and AI-ready data models that reflect how the business truly operates. This approach defines and implements metric views that centralize business logic into a scalable semantic layer, optimized for Genie and enabling consistent, trusted insights.

Multi-Agent Genie

Deliver a unified, production-ready interface for interacting with Genie through a Supervisor Agent. Users access insights via familiar tools like Chatbots, Teams or Slack, while a custom backend orchestrates multiple domain-specific agents to answer complex business questions. Built on the AgentOps framework, this architecture ensures scalable, reliable performance across the AI ecosystem

The Aimpoint Advantage

  • Faster Path to Production-Ready Genie – Aimpoint accelerates delivery of trusted, production-grade Genie spaces using proven deployment patterns and field-tested accelerators.
  • Higher Accuracy, Trusted Outputs – Our Analytics Engineering team has deep semantic data modeling experience to ensure Genie responses are reliable and decision-ready.
  • Scalable, Repeatable Deployment Approach – Our standardized best practices enable consistent Genie rollouts across teams, reducing rework and improving long-term scalability.
  • Aligned to Real Business Decisions – We design Genie around actual decision workflows, driving stronger adoption and measurable business impact.
  • Unmatched Databricks Expertise – With 20 Databricks Champions and 2 MVPs, Aimpoint brings one of the deepest benches of Databricks-native talent in the ecosystem.
  • Field-Tested and Databricks-Validated Solutions – Our accelerators have been deployed in real customer environments and are recognized and trusted by Databricks field teams.

“Aimpoint has been a great partner in the CPG space, providing thoughtful and technical solutions making a real impact for our customers” – Alejandro Quiroga, CPG East Lead

Next Approach:

Lakebase

Operationalize Artificial Intelligence

No matter where you are in your AI adoption journey, Aimpoint Digital meets you there. We bring deep, hands-on experience to help you move forward with clarity—turning ideas into practical, scalable solutions that deliver real business value.

Our Services include

Workshop-in-a-box

Accelerate AI alignment and ideation through a structured, expert-led experience designed to drive clarity and momentum. This co-developed, full or half day workshop delivered alongside Databricks AI specialists brings together strategy, AI engineering, and platform expertise in an interactive setting. Through a series of guided sessions, teams uncover high-value opportunities, challenge assumptions, and prioritize initiatives with the greatest business impact. The outcome is a clear, actionable roadmap for AI adoption, grounded in practical next steps and aligned to organizational goals.

AI Strategy Accelerator

We help organizations turn AI ambition into an executable strategy built for real business impact. Our AI Strategy Accelerator aligns leadership on where AI can create value, prioritizes the highest-impact use cases, and defines the data, technology, governance, and operating model required to move forward with confidence. The result is a practical action plan that connects strategy to implementation so teams can move beyond experimentation and begin adopting AI in ways that are scalable, responsible, and tied to measurable outcomes.  

AI Implementation

Move from AI strategy to real-world deployment by building and scaling solutions that deliver measurable value. Combining expertise across AI engineering, data engineering, and software development, this approach delivers production-ready systems that integrate seamlessly into existing workflows. Proven templates and accelerators are paired with tailored solution design to accelerate delivery without sacrificing quality or flexibility resulting in robust, scalable AI solutions that drive adoption and ongoing innovation.

AgentOps

Operationalize and scale AI agents with the structure, visibility, and control required for enterprise use. The AgentOps Framework brings together evaluation, observability, and deployment best practices with tailored agent orchestration to ensure reliable performance in real-world conditions. With continuous monitoring, performance tuning, and cost management, teams gain the tools to confidently manage and optimize their AI ecosystems delivering a governed, scalable approach to agent-based AI.

The Aimpoint Advantage

What sets Aimpoint’s AgentOps apart?

  • Proven, Standardized Agent Frameworks – Aimpoint leverages battle-tested templates refined across numerous deployments, enabling richer functionality and more reliable agent applications.
  • Accelerated Delivery with Built-In Automation – Our reusable patterns and CI/CD-ready automation reduce development time and streamline the path from prototype to production.
  • End-to-End Observability – We embed monitoring, tracing, and LLM-as-a-judge capabilities with MLFlow to provide full visibility into agent performance and behavior.
  • Production-Grade Reliability – Our scalable architecture ensures agent applications are resilient, maintainable, and ready for enterprise workloads.
  • Focus on Business Value – By handling operational complexity, Aimpoint enables your team to prioritize high-impact use cases instead of platform overhead.
  • Governed and Low-Risk Deployment – We implement controlled release processes and governance frameworks to minimize risk and ensure safe, compliant operations.