Data Engineering & Integration Experts
Data Integration Consulting That Ends Your Data Silos
We connect data from every tool you use into one accurate, accessible source of truth, so your reports finally agree and your team can act on them.
- Pull data from scattered sources into one trusted view
- Pipelines built and automated by dbt certified engineers
- US-based consultancy with 40+ data pros on 3 continents
Founded 2020 in Carlsbad, California. 40+ data professionals. Top Rated Plus on Upwork.
Tell us about your data sources
Share a few details and a data integration consultant will get back to you with next steps.
Why companies hire us for data integration
One source of truth
We connect and consolidate data from many different sources so every team works from the same accurate numbers.
Pipelines that run themselves
We build and maintain end-to-end pipelines, then automate and orchestrate the workflow to cut manual effort and errors.
Faster, leaner data systems
Performance tuning removes bottlenecks in your infrastructure, queries and workflows so data arrives fast and on time.
Certified analytics engineering
Our team includes a dbt Certified Developer and covers more than 35 platforms and languages.
Governance built in
We set up governance frameworks that protect data integrity, define ownership and keep you compliant.
Business people, not just coders
A multidisciplinary team that pairs technical depth with clear communication about progress and trade-offs.
What our data integration consultants deliver
Inconsistent business information usually comes from data living in too many places. Our data engineering and integration service brings those sources together, cleans the flow between them and keeps it running.
Every engagement is scoped to your stack and your goals. Some clients need a warehouse built from scratch; others need existing pipelines fixed, automated and tuned for speed.
- Data pipeline development for reliable collection, processing and distribution
- Data integration and consolidation from diverse, disconnected sources
- Automation and orchestration of data workflows to reduce manual work
- Data warehouse performance tuning and query optimization
- Data strategy, architecture design and system assessments
- dbt analytics engineering and transformation of raw data into clean models
- Governance and compliance frameworks for trustworthy, auditable data
- BI dashboards and real-time reporting built on top of your integrated data
A team built for complex data work
“Victoria and her team were instrumental in setting up our data warehouse from scratch, including the architecture, the security and roles, and the dbt system to transform raw data into clean analytical resources. We worked together for over a year to build, maintain, and extend this system and it still serves us!”
“Victoria is a true professional and manages her team with skill. She has a firm understanding of the modern data stack and has a knack for drilling through technical requirements while effectively communicating progress, blockers, and opportunities. The scope of our engagement was primarily analytics engineering for governed enterprise datasets. I would not hesitate to recommend her and her colleagues for similar engagements.”
“Three things made the Dynamic Data team stand out from other options: They have an intimate knowledge of Google Cloud services. There were concepts and implementation details that only they were familiar with. Their ability to break down the project and implement it on time was extremely important in helping us meet our goals. The entire team has an incredible attitude that fits into our culture perfectly. Eager to learn, take ownership, continually learn, and push the boundaries.”
What happens after you submit
We review your request
A consultant reads your notes about the systems you use and the problems you are seeing.
Discovery call
We walk through your current data sources, architecture and goals to understand the real scope.
Scoped proposal
You get a proposed approach for the integration work, with the plan and effort clearly laid out.
Frequently asked questions
How is data integration consulting priced?
Work is project based and scoped to your systems and goals. Pricing depends on the number of sources, the state of your current data and the outcome you need, so we confirm it after a discovery call.
Do you work with our existing tools and cloud platform?
Yes. Our team works across more than 35 platforms and languages and designs architectures that fit the systems you already run.
Can you fix pipelines we already have instead of rebuilding?
Yes. We assess existing data systems and processes, identify what to improve, then tune performance and automate workflows. Rebuilding is only recommended when it is the better option.
Do you work with companies outside California?
Yes. We are headquartered in Carlsbad, California and our delivery teams serve clients across the USA, Europe and South America.
Can you also build reporting on top of the integrated data?
Yes. We build BI solutions, interactive dashboards and real-time reporting so the newly connected data is actually used for decisions.
Do you sell software licenses?
No. We are a consultancy. We provide strategy, engineering and implementation services, not off-the-shelf BI or analytics software.
Ready to connect your data?
Tell us which systems you need joined up and what is breaking today. A data integration consultant will follow up with a clear next step.
- Pull data from scattered sources into one trusted view
- Pipelines built and automated by dbt certified engineers
- US-based consultancy with 40+ data pros on 3 continents