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DATA EXPERTISE

AI-Enabled Data Engineering

We build data platforms that make AI possible, analytics trustworthy, and decisions faster. Because most organizations aren't blocked by a lack of data. They're blocked by data they can't trust, and no amount of AI investment fixes a foundation problem.
TRUSTED BY LEADING COMPANIES
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Trust Starts with High-Fidelity Engineering

You can't run a business on 'mostly accurate' data. As the 2025 Confluent Enablement Partner of the Year, we bring the most certified data streaming team in the Americas to solve your most complex scale problems. That credential wasn't given to us. It was earned in production environments, for enterprise clients.

WHAT WE DO

From Raw Data to Business Decisions, We Own Every Stage in Between

Most data problems that look like technology problems are actually architecture, governance, or trust problems. We've seen every version. Each engagement at Improving starts with an honest assessment of where your data foundation actually stands, then we build the right thing for the right stage.

Data Platforms →

Your data platform is either the foundation everything else runs on, or the bottleneck everything waits on. We build cloud-native lakehouse architectures, modernize legacy warehouses, and migrate fragmented systems into a platform teams can build on.

Data Engineering & Integration →

Data that sits in 15 different systems isn't usable data. We build the streaming pipelines, real-time integrations, and ELT architecture that moves data reliably from origin to destination, and keeps it moving.

Analytics & Intelligence →

Dashboards nobody believes aren't dashboards. They're noise. We build governed BI platforms and AI-powered analytics layers that give every team a single version of the truth they can actually act on.

Data Governance & Lineage →

Bad data doesn't announce itself. We build the governance frameworks and data lineage infrastructure that give your organization visibility into where data comes from, where it goes, and whether it can be trusted.
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Most organizations have more data than insight. Not because the data isn't there. Because the foundation beneath it isn't ready. We meet you where you are and build toward where the business needs to go.

OUR PARTNER ECOSYSTEM

The Platforms Your Data Teams Trust, Partners Built on the Same Foundation

Every platform in our data ecosystem earned its place through real delivery. We work with the tools your data teams already depend on, and we bring the certification depth to prove it. Here's how our ecosystem works across a full data engagement.

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GOOGLE CLOUD · 2023
Canada Partner of the Year — Public Sector

Recognized for delivering measurable outcomes on Google Cloud for public sector clients across Canada. Validated by Google based on technical delivery, client impact, and certification depth.

View All Partners →

Assessing Your Data Foundation

Before a single pipeline is built

Every data engagement starts with understanding where you actually are — not where you think you are. Our strategy-phase partners help us assess your current platform, identify gaps, and align on what the right architecture looks like for your specific scale and goals.

QUESTIONS WE'RE HELPING YOU ANSWER

  • Where does your data live, and how trustworthy is it?

  • Which cloud platform is right for your data workloads?

  • What does a realistic 90-day data roadmap look like?

COMMONLY USED AT THIS STAGE
Microsoft
AWS
Google Cloud

TYPICAL DELIVERABLES
Data Maturity Assessment
Platform Selection
Cloud Strategy
90-Day Roadmap

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Google Cloud Professional Data Engineer — expertise in cloud data strategy and platform architecture

CLIENT RESULTS

Data Foundations That Hold at Enterprise Scale

FROM OUR PRACTITIONERS

Our Data Engineers Teach What They Build, Watch Them Do It

From Data Vault with dbt to real-time streaming architecture to multi-cloud observability, our data engineers teach what they build, every week, for free.

APRIL 2, 2026
Data in Motion: Operationalizing the Modern Data Platform

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Nick Larson

VP of Technology

MARCH 20, 2026
Data Ecosystems for Today: Your Data Needs a Supply Chain

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Luke McGrath

President, Toronto Enterprise

NOVEMBER 14, 2025
Automate DV (formally dbtvault) & Snowflake: Best Practice for a Data Vault Model in 2025

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Preston Mesarvey

Technical Director

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IMPROVING TALKS

Improving Talks Runs Every Wednesday

Live sessions from our practitioners on real technical challenges. Open to everyone, no registration wall.

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START A CONVERSATION

Ready to Build a Data Foundation Your Business Can Trust?

Tell us where you are and we'll tell you exactly how we can help. No generic proposals, no sales pitch, just a direct conversation about your data situation.

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DATA PRACTICE LEADS
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Nick Larson

VP of Technology

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Rich McCraw

VP of Technology

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Preston Mesarvey

Technical Director