§ 05 · CASE STUDIES

Ventured. Delivered. Proven.

Engagements across industries, each one a problem with no off-the-shelf answer. Here are some of the recent systems we’ve built, what we learned, and what our clients walked away with.

$ cat case-studies/featured.md

Healthcare · Data Engineering

From Vespa.ai to MongoDB Atlas: Modernizing Enterprise Search Without Touching the User Experience

A Fortune 10 healthcare and insurance group migrated a member-facing care cost search platform off Vespa.ai onto MongoDB Atlas — consolidating document, vector, and search workloads on a single managed platform, retiring scarce specialist skills, and clearing a path for enterprise-wide decommissioning.

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$ ls case-studies/all/

More engagements.

Healthcare · Data Engineering

From Months to Days: A Self-Service Migration Pipeline Between Two SaaS Products

How a practice-management software provider serving the elective medical industry rebuilt customer migration between two of its products — replacing months of engineering-led work with a self-serve, AWS-native pipeline that the service team runs in days, with two-hour turnarounds in sight.

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Logistics · DevOps and Automation

From Hours to Minutes: An AWS-Native CI/CD Pipeline for a Multi-Sided TMS Platform

How G2Mint, a transport management SaaS connecting brokers, shippers, and carriers, replaced manual build-deploy cycles with end-to-end automated application and infrastructure pipelines on AWS — and cut deployment time from hours to minutes in the process.

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Healthcare · ClickHouse Design Validation

A ClickHouse Design Validation Engagement: Stabilizing a Production Analytics Pipeline at Scale

How an EHR practice-management platform serving tens of thousands of independent medical practices brought in dedicated ClickHouse expertise to optimize its production analytics pipeline — cutting memory consumption 5–10× on the most expensive queries, halving the size of the ClickHouse Cloud instance, and equipping the in-house team to diagnose the next wave of issues themselves.

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Information and Media · AI/ML Model Selection and Tuning

Embedding Seven Billion Records on Existing Hardware: A Hybrid AI Go/No-Go

How a global library cooperative validated that its existing on-premises GPU fleet could embed seven billion library records at scale — clearing the path for a hybrid architecture that keeps embedding on the ground and serves applications from the cloud.

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Healthcare · DevOps and Automation

Untangling Multi-Cloud Billing for a Self-Service MongoDB Atlas Portal

A Fortune 10 healthcare group restructured its self-service infrastructure portal to attribute MongoDB Atlas costs cleanly across AWS, GCP, and Azure — replacing a hardcoded provisioning flow with a configuration-driven hierarchy that survives every future PaaS or environment change.

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Bring us the problem.

Tell us what you’re building. We’ll tell you what it takes to deliver it.