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Case Studies

Real engagements.
Real outcomes.

Browse the work — filter by your industry or by the kind of help you need. Every case below is a real engagement, with the team and tools you'd actually work with.

Library scene with wooden bookshelves and an open reference book on a desk under brass lamplight — visual reference to collected case-study research.

40+

Clients served

17

Industries

9+ yrs

Avg. practitioner experience

90%+

Multi-engagement clients

Selected clients

AVIXA logoNLx (National Labor Exchange) logoBlitz Medical Billing logoThe Art of Education University logoCaption Partners logo
Industry
Service

Showing all 31 engagements

Client Engagements

Full project narratives with named or anonymized clients.

Fluorescent-lit government corridor lined with metal filing cabinets, one drawer open, and a records cart parked near a glass office
Government / Workforce Development

Modernizing America's Labor Market Data Platform

CorrDyn modernized the NLx data warehouse for NASWA, saving $500,000 and enabling hundreds of researchers to access labor market data.

Data EngineeringEnterprise SoftwareDigital Transformation
Biller in a cubicle reviewing denied Explanation of Benefits paperwork beside monitors showing a claim-status heatmap and trend chart
Healthcare

Medical Billing Company's Digital Transformation

CorrDyn automated reporting for a medical billing provider, cutting month-end close from 8 hours per customer to 30 minutes total.

Data EngineeringBusiness IntelligenceDigital Transformation
Artist studio desk with laptop showing a course-cohort dashboard in painterly swatches, jar of brushes, sketchbook, watercolor palette, and coffee mug
Higher Education

CorrDyn's Data Solutions Propel University's Growth

CorrDyn built an integrated data pipeline and BI dashboards for an online university, driving 87% annual revenue growth.

Data EngineeringBusiness IntelligenceDigital Transformation
Rugged laptop on a folding chair in an empty basketball gym displaying a shot-chart heatmap, with a ball on the hardwood behind
Professional Sports

How CorrDyn Overhauled a Data Pipeline for a Pro Sports Team

CorrDyn rebuilt a professional sports team's data infrastructure, reducing pipeline failures and enabling data-driven revenue growth.

Data EngineeringBusiness Intelligence
Flat-lay of laptop showing a tiled BI dashboard with a wrist brace, compression sleeve, sock, measuring tape, scissors, and hand-sketched trend notebook
Healthcare / E-Commerce

Healthcare E-Commerce BI and Data Science

CorrDyn unified disparate data sources for a healthcare e-commerce company, enabling product profitability analysis and a 30% portfolio reduction.

Data EngineeringBusiness Intelligence
Stockroom desk pairing a green-phosphor CRT terminal and stacked dot-matrix printouts with a widescreen monitor showing a modern ERP dashboard
E-Commerce / Agriculture

E-Commerce Data Engineering and ERP Migration

CorrDyn extracted data from a legacy 1990s system and implemented NetSuite for a major agricultural e-commerce retailer, cutting costs by 25%.

Data EngineeringEnterprise SoftwareSystems Integration
Trade show floor with twin projection screens showing SMPTE color bars behind a live-event audio mixing console and headphones
Trade Association

AVIXA's Journey to Enhanced Data Quality

CorrDyn optimized AVIXA's data pipeline from 6 hours to 20 minutes, consolidating 17M records and modernizing their Tableau reporting suite.

Data EngineeringBusiness Intelligence
Laptop with external webcam on a rural kitchen table showing two blurred video tiles, a steaming mug and notepad alongside, farmland beyond the window
Non-Profit

Custom Video Platform for Non-Profit Remote Services

CorrDyn built a custom video-conferencing app for a non-profit enabling remote mediation and counseling for underserved communities.

Enterprise Software

Project Vignettes

Recent projects where client confidentiality prevents full attribution. The work and the outcomes are real.

Stack of highlighted paper documents tagged with sticky notes beside a glowing flatbed scanner in a dim records office
Enterprise TechnologyVignette

Open-Source LLM for Automated Document Parsing

CorrDyn fine-tuned an open-source LLM to extract structured data from unstructured text, replacing manual data entry with validated, automated parsing.

Machine LearningData EngineeringEnterprise Software
Dim office desk with a banded stack of window-envelope paychecks beside an open columnar ledger, calculator, coffee mug, and lamp
Enterprise TechnologyVignette

Embedded Analytics Modernization for a Payroll SaaS Platform

CorrDyn built an embedded analytics PoC for a payroll platform, achieving sub-second latency and 6-minute data freshness at 75% lower cost.

Data EngineeringBusiness Intelligence
Overhead machine-vision camera with ring light inspecting clear diagnostic cartridges moving on a conveyor in a production cell
Biotech / Life Sciences ManufacturingVignette

ML-Powered Failure Detection for a Diagnostics Manufacturer

CorrDyn designed data pipeline and ML model-serving infrastructure for a diagnostics manufacturer to catch cartridge failures before quality control.

Data EngineeringMachine LearningProcess Automation
Desk monitor showing an embedded browser portal with six tiled healthcare charts next to stacked patient-style envelopes, mug, glasses, and desk lamp
Healthcare TechnologyVignette

Embedded Analytics for a Healthcare Data Platform

CorrDyn built HIPAA-compliant embedded dashboards for a healthcare data company, going from assessment to production in a 45-day proof of concept.

Data EngineeringBusiness IntelligenceData Assessment
Open shipping box with folded apparel on a packing bench beside a thermal label printer and twine; colored inventory bins line shelves behind
E-Commerce / Direct-to-ConsumerVignette

ELT Cost Reduction for a Subscription Apparel Brand

CorrDyn migrated an e-commerce company from Fivetran to Estuary for Shopify and GA4 data, cutting ELT costs by 80%.

Data EngineeringData Cost Optimization
Row of DNA synthesis benches on stainless tables with overhead cable tray; wall monitors show colored tile dashboards in the production suite
Biotech / Life Sciences ManufacturingVignette

IoT Analytics for a Biotech Manufacturing Operation

CorrDyn built machine monitoring pipelines, ML failure detection, and real-time Grafana dashboards for a global biotech DNA/RNA synthesis manufacturer.

Data EngineeringBusiness IntelligenceMachine Learning
Dispatcher placing red pins on a regional route map at dusk, with a radio, clipboard route sheet, courier bag, and steaming mug on the desk
Healthcare / LogisticsVignette

Data Platform Migration for a Healthcare Logistics Company

CorrDyn migrated a healthcare logistics company from Snowflake to MotherDuck in 8 days, then transitioned to ongoing data team support for plan reporting.

Data EngineeringBusiness IntelligenceManaged Data Team
Empty conference meeting hall with numbered booth partitions under lighting truss; a tablet on a table shows a colored meeting-grid schedule beside lanyards
Financial Services / FinTechVignette

Meeting Optimization for a Financial Networking Conference

CorrDyn built an algorithmic scheduling engine that scheduled 19,000+ meetings in under 30 minutes for a 5,000-person investment conference.

Enterprise SoftwareData EngineeringProcess Automation
Laptop on a service-desk displaying colored customer cluster scatter, with repair-order folders, keys, and desk lamp; dealership shop bay behind glass
Automotive / RetailVignette

ML Customer Segmentation for an Automotive Dealer Group

CorrDyn built an ML clustering pipeline on Databricks with LLM-powered profiling to segment customers across vehicle brands for a dealer group.

Machine LearningData EngineeringBusiness Intelligence
Three wire baskets holding tagged DTC product cartons on a warehouse packing bench with clipboard inventory sheet, pallet jack, and boxes behind
E-Commerce / Direct-to-ConsumerVignette

Multi-Channel Analytics for a DTC Nutrition Brand

CorrDyn built a unified analytics platform across Shopify, Amazon, and subscription channels, migrating BI to PowerBI and reducing ELT costs.

Data EngineeringBusiness IntelligenceMarketing Analytics
Laptop showing a choropleth US labor-market dashboard on a library reading table beside notes, a reference book, and a coffee mug
Government / Workforce DevelopmentVignette

Public Labor Market Dashboard for a National Workforce Agency

CorrDyn built a public-facing labor market dashboard on MotherDuck and Evidence, serving terabytes of job data to researchers at under $25K/year TCO.

Data EngineeringBusiness Intelligence
Hand-drawn financial variance tree on butcher paper covering a wall, surrounded by sticky notes; a side table holds reports, a marker, and coffee
Online Education / EdTechVignette

Financial Variance Analysis for an Online Education Company

CorrDyn built Tableau dashboards that tied financial projections to operational assumptions, enabling leadership to diagnose the source of variance from plan.

Business IntelligenceData EngineeringProcess Automation
Engineer in lab coat on a mezzanine holds a tablet with throughput charts, overlooking stainless bioreactors, filling line, and a gowned worker
Biotech / Life Sciences ManufacturingVignette

Manufacturing Throughput Optimization for a Biotech Producer

CorrDyn built process time analytics and a batch production simulation for a biotech manufacturer, enabling data-driven throughput optimization.

Data EngineeringBusiness IntelligenceMachine Learning
Conference-room table with a platform-standardization roadmap printout, stacked binders, laptop showing chart tiles, and world map display on the wall
Diversified / ConglomerateVignette

Data Platform Standardization for a Diversified Company

CorrDyn audited and standardized a Databricks platform across regions, built customer segmentation, and provided ongoing advisory support.

Data AssessmentData EngineeringManaged Data Team
Office desk with February calendar showing a red-circled filing date, CMS forms, nurse visit schedule, and a regional map of care routes
Healthcare / Home Care ServicesVignette

Government Reporting Overhaul for a Home Care Platform

CorrDyn stabilized 100 mission-critical CMS reports for a home care company ahead of a hard February deadline, then transitioned to ongoing data team support.

Data EngineeringBusiness IntelligenceManaged Data Team
Analyst in a dim SOC studying failure-classification bar charts at dual monitors, with a wall-sized security telemetry world map and time-series behind
Enterprise TechnologyVignette

Telemetry Lake Optimization for an Enterprise Security Team

CorrDyn cut compute costs 30% and improved pipeline success from 50% to 90% for a Fortune 500 technology company's security data lake.

Data EngineeringData Cost OptimizationData Reliability
Cafe counter with espresso machine steaming, coffee bag, tamper, and a tablet displaying a tiled sales metrics dashboard at dusk
Food & Beverage / RetailVignette

Data Warehouse Migration for a Growing Coffee Chain

CorrDyn migrated a coffee chain from Redshift to MotherDuck with dbt refactoring and a code-first BI layer, reducing costs and complexity.

Data EngineeringData Cost OptimizationBusiness Intelligence
Parking booth overlooking a color-zoned stadium lot at dusk with a rugged tablet showing lot tiles, radio, clipboard, and coffee mug
Entertainment / Live EventsVignette

Parking Revenue Optimization for a Major Entertainment Venue

CorrDyn built demand prediction and dynamic pricing models for a multi-venue entertainment complex, optimizing parking revenue across nine lots.

Machine LearningData EngineeringBusiness Intelligence
Scouting room wall covered in tiered player cards connected by red string, a weathered football and playbook sheet on the desk below
Professional Sports / EntertainmentVignette

Player Scouting Platform for a Professional Sports League

CorrDyn built a custom player scouting portal with search, grading, draft boards, and video integration for professional football talent evaluation.

Enterprise SoftwareData Engineering
Desk with a tablet showing a CRM contact card beside a conference schedule, invoice clipboard, lanyard, and coffee mug
Financial Services / FinTechVignette

Data Pipeline and BI for an Investment Networking Platform

CorrDyn built reverse ETL pipelines and a Looker BI platform for an alternative investment networking company, unifying CRM, financial, and application data.

Data EngineeringBusiness IntelligenceSystems Integration
Field research tent at dusk with a rugged laptop showing color-coded data blocks, paper survey forms weighted by stones, a compass, and a water bottle
Nonprofit / ResearchVignette

Secure Data Pipeline for a Global Research Organization

CorrDyn built encrypted data extraction from five survey platforms into MotherDuck with PII separation for a research nonprofit.

Data EngineeringData Quality
Food bank warehouse with pallets of canned goods and grain sacks on orange racking; a laptop on a folding table shows a program-impact dashboard
Nonprofit / Public Interest / ResearchVignette

Data Infrastructure for a Regional Food Bank

CorrDyn assessed data capabilities and built ETL pipelines for a regional food bank, enabling leadership to measure program impact and optimize operations.

Data EngineeringBusiness Intelligence

Frequently Asked
Questions

How long does a typical engagement take?
Most engagements start delivering measurable results within 4 to 8 weeks. Simple pipeline or reporting projects can wrap in 6 to 12 weeks. Larger transformations (ERP migrations, full data platform builds) run 3 to 6 months. We sequence work so each phase produces independent value, and clients can evaluate our work every 2 to 8 weeks.
Why are some case studies anonymized?
Several clients operate in regulated industries or have confidentiality requirements that prevent us from naming them publicly. The project details, technical approach, and measurable outcomes are all accurate. We are happy to provide references on request during a sales conversation.
What industries do you have the most experience in?
We have served 40+ clients across 17 industries. Our deepest concentrations are in healthcare, financial services, biotech, e-commerce, and education. That said, the same data problems recur across industries. The patterns we developed optimizing a hedge fund pipeline directly informed our work with an NBA team and a medical billing company.
How do you measure the success of an engagement?
Every engagement starts with defined success metrics: cost reduction, time savings, pipeline reliability, reporting speed, revenue impact. We measure outcomes, not activity. If we cannot define a measurable target for a project, we will tell you before we start.
Can you work with our existing tools and infrastructure?
Yes. We are technology-agnostic and have worked with every major cloud provider, data warehouse, BI platform, and orchestration tool. We build on what you have when it makes sense and recommend changes only when the current stack is genuinely limiting your outcomes.
What does the team look like on a typical project?
Most projects are staffed with 1 to 3 senior practitioners, each with an average of 9 years of experience. We do not use junior engineers on client accounts. The team composition depends on the project: a data engineering engagement might be 2 engineers and an architect, while a BI project might pair an analyst with a data engineer.

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