Your data, ready for Reporting, Operations, and AI.
Is your team slowed down by data they can't trust?
We shape your data around how your business works, so your team, your reporting, and your AI can safely depend on it.
- ezaligner
- Buildaz
- Reach University
600+
Automated data flows
9.2/10
Average client rating
100%
Senior engineers
From scattered sources to one source of truth
Your data flows out of every tool you use. We connect, clean, and model it, so everything downstream reads from a single trusted place.
CRM, ad platforms, databases, and spreadsheets flow through one automated pipeline into a single, tested, trustworthy dataset, the foundation everything else depends on.
Be the team that goes from AI that writes emails to AI that drives business results.
- Step 1Writing emails
- Step 2Summarizing meetings
- Step 3Answering business questions from your own dataWhere the value is
Our Services
We're confident enough in our delivery to offer a 100% guarantee: no risk on your end, request your last 30 days of payments back at any time.
- ✓Weekly 30-minute sync meetings
- ✓Weekly written updates
- ✓Complete documentation
- ✓Email support with 12-hour response (business hours)*
- ✓30-day post-termination email support
Strategy & Advisory
- ✓Monthly strategic planning session
- ✓Quarterly data health audit
- ✓Quarterly cloud cost optimization review
- ✓Data governance framework setup
- ✓90-day roadmap aligned to business goals
- ✓Team training sessions on pipelines built
- ✓Technology stack & vendor recommendations
Engineering Execution
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- ✓Minimum 0.5 FTE per assigned team member
- ✓Weekly 30-minute sync meetings
- ✓Weekly written updates
- ✓Complete documentation
- ✓Email support with 3-hour response (business hours)*
- ✓60-day post-termination email support
Ongoing maintenance available after your engagement.
* Response means written reply only; it does not include hands-on work, fixes, or incident response.
1 FTE = 40 hours/week (~173 hours/month).
Why Teams Choose Us
Because we've built data foundations from zero at multiple companies, we've learned one thing: data only pays off when it's built around your business goals.
- Startups
- Enterprises
- Consulting
- Non-profits
- A senior team, not a solo contractor: your project never depends on one person
- Obsessed with simplicity: if your team can't use it, we haven't finished
- We've built data systems from zero, multiple times
- We pick the right tools for you, not the ones we prefer
Built data systems from scratch at multiple companies. Obsessed with making things simple, specializes in connecting messy data, cutting unnecessary costs, and building something the whole team can actually use.
Trusted by Growing Teams
“They structured our dbt, reduced platform costs, and left documentation so thorough our team kept building on it. No dependencies, no technical debts. More than a one-time delivery, it became the foundation for reliable metrics and data-driven decisions we're still evolving today. Professional, collaborative, and genuinely focused on long-term value.”
Victor G.
CEO at ezaligner
“The team worked with one of the world's largest retailers, building pipeline architecture with BigQuery, Airflow, and Looker. Strong technical execution, excellent planning, and clear communication with stakeholders. Would hire again.”
Georg B.
CTO at Buildaz
“Our organization has been working with the team for 3 months now and we've made tremendous progress where we were previously stalled. Their communication is reliable, and their work ethic is top notch. In a few months we have collaborated to solve foundational data issues that have plagued our org for years! I'm excited to continue working with this team and would recommend them to anyone looking for data expertise.”
Brad L.
Vice President of Information Technology at Reach University
Common Questions
How is your data engineering service different from hiring a contractor?
We're senior engineers who own the result, not a to-do list. You get working systems your team can actually use and maintain, not code that breaks the day the contractor leaves.
What happens after our contract ends?
You get complete documentation and 30-60 days of email support (depending on your plan). Everything we build is designed to be maintained by your team or future hires.
How quickly can we see results from data engineering services?
Within 90 days, your data flows automatically, your team can get the numbers they need on their own, and everything is documented so anyone can maintain it.
Do you work with specific tools or platforms?
We're tool agnostic. We've worked across a wide range of data stacks: from Snowflake to BigQuery, dbt to Spark, Airflow to Airbyte (the tools your team likely already uses). Our focus is on the right solution for your architecture, not on pushing a preferred vendor. If you already have tools in place, we work with them. If you're choosing, we help you pick what actually fits.
What happens if we switch tools or platforms later?
Everything we build is system-agnostic. Your data lives in a central warehouse that doesn't depend on any one tool, so when you change your CRM, billing system, or anything else, the data is already there and ready. You swap the connector, not the foundation.
What if this doesn't work out?
We offer a 100% guarantee. No risk on your end: at any point during our engagement, request your last 30 days of payments back.
Can you help us get our data ready for AI?
That's what the foundation is for. AI tools only give reliable answers when the data underneath is clean, tested, and properly classified. Every engagement we do makes your data AI-ready, whether you use AI tools today or plan to later.
Where are you based, and which companies do you work with?
We're based in Canada and work with US companies that need senior data engineering expertise. Every engagement is fully remote, so location is never a constraint.