Case Studies

Outcomes, not slideware.

Real engagements with industrial and mid-market companies. None of these started by boiling the ocean. Each one found a landing spot, proved value on it, and expanded from there. Measurable results from data and AI work that shipped to production and stayed in the client's hands.

ICON National on partnering with North Labs
Impact of our solutions

A 24.5% reduction in time to analyze bids, in a single quarter.

A sudden, disruptive win in the best sense. It proved the value fast and laid fertile ground for re-iteration in the quarters that followed, and for new use cases across the business.

Read the Tradesmith case study
How These Happened

Not moonshots. Landing spots that earned the next step.

Every result below started small. One real, meaty problem we could put our arms around. We proved value there, got people on board, then expanded from strength. That is the discipline. We make it boring, and that is the point.

Featured Work

The engagements we point to first.

Two depth examples: a flagship Tradesmith build in construction, and an advisory-led data strategy across a 29-company portfolio.

"This partnership was terrific, and I would hire North Labs again."

— Roy Nieto, CEO, 4TellX

Our Work

The case study library.

Every engagement below shipped real data and AI systems that the client now owns and runs.

Healthcare & Pharmacy

The power of coupling data advisory with elite engineering

Released the client from outsized compute costs overnight, pairing advisory judgment with hands-on engineering.

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Tradesmith · Real Estate Development

Estimation automation across 40+ sites

Estimation is no longer a bottleneck across the portfolio, with automated workflows running site to site.

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CareSense · Healthcare

30% faster clinical reconciliation

Intelligence delivered to the right person at the right time, cutting reconciliation cycles for the care team.

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Reggie · Higher Education

Natural language querying deployed in 90 days

The enrollment team finally has predictive visibility, with plain-language access to institutional data.

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CargoIQ · Industrial Services

$1.8M in process savings identified in Q1

North Labs found savings the client did not know existed, surfaced through operational data analysis.

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Industry-Agnostic · Entertainment

Global theatre analytics for IMAX

An AWS QuickSight dashboard enabling data-driven decisions across global operations.

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Industrial Data Consulting · Food Manufacturing

21+ hours per month of manual reporting eliminated

A Snowflake data warehouse delivering actionable insights straight to operations.

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Industrial Data Consulting · Industrial Services

10+ hours per week saved via pipeline automation

Automated data pipelines freeing project managers for high-value work.

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Industrial Data Consulting · Agriculture & Manufacturing

Enterprise data modernization at scale

A comprehensive data architecture enabling advanced analytics at scale.

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Industry-Agnostic · Technology

48% revenue growth via data transformation

Data-driven process improvements directly contributing to revenue growth.

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Industry-Agnostic · Venture Capital

Concept-to-launch in days, not months

Full-service data operations accelerating time-to-value for startups.

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Industry-Agnostic · Security Services

SOC 2 compliance and infrastructure modernization

Rebuilt technology and data infrastructure from scratch to reach compliance readiness.

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Industry-Agnostic · Pharma & BioTech

25 years of patient data unlocked

Harnessing data to influence precision medicine research and outcomes.

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In Their Words

What clients say.

"Everything has been delivered to that ultimate level of expertise without fail."

Steven Feingertz, CEO, Planning Pod

"Good team and quick to respond to needs. Resources that can assist with various projects and complexities."

Randy McIver, IMAX

"Great people to work with and outstanding knowledge of the areas they cover."

Todd Gray, RLS

"North Labs has deep expertise across the data landscape and is incredibly easy to work with."

VP of Digital & Tech Solutions, Pharmaceutical Mfg. Company

"We've iterated through levels of complexity in data visualization and data scale."

Head of Data SVP, BioTech Company

"The North Labs team are capable of producing valuable solutions for many different business needs."

Taylor Rasmussen, Uponor

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