Aptologics

Case studies

Analytics for the people doing the work

Every case study below is a real engagement, described in general terms by choice. Our clients’ systems and numbers are theirs, and yours will be too.

We build the data platforms companies run on and the product features their roadmaps cannot reach.

By the numbers

Longest continuous client engagement
5 yearsLongest continuous client engagement
Engineers currently staffed on client projects
30Engineers currently staffed on client projects
Embedded teams running today
7Embedded teams running today
Source systems maintained per client
8 to 10Source systems maintained per client

Data warehousing

Dental Intelligence

Five years, one embedded team

We have run data engineering for Dental Intelligence since 2021. It is our longest engagement, and it started with a warehouse that did not exist yet.

Quilt Software

Off Redshift and Power BI, onto Databricks and Tableau

Quilt Software runs multiple point-of-sale brands. We migrated their reporting stack in 2023 and have run their data engineering since.

Land ID

A warehouse sized for the company they are now

Land ID is an Aptologics client. We built their data warehouse in 2026 and continue to run it.

Custom product development

Plansight

Two different problems for the same client, three years running

Plansight is an Aptologics customer. We work on their product and on their internal reporting, which are separate jobs that happen to share a client.

Who is waiting on a number right now?

Tell us which question takes too long to answer and who is stuck waiting for it. The first conversation is short, costs nothing, and ends with a scope and a price or an honest reason not to bother.

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