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.
Case studies
Product teams we build with
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 and run product and data engineering teams: embedded engineers and autonomous pods for the software your team and your customers depend on.
Our Impact
By The Numbers
The results of our commitment to data-driven excellence
5 years
Longest continuous client engagement
30
Engineers currently staffed on client projects
7
Embedded teams running today
8 to 10
Source systems maintained per client
Software your customers pay for
Product surfaces, AI features in production, and the platform underneath them. What we build in this lane
SAAS B2B
Engineering MCP at Scale: Reducing Token Consumption by 100x
A B2B SaaS platform had MCP working in development and unaffordable in production. We rebuilt the context layer and cut what the model reads on every turn by two orders of magnitude.
Systems your own team runs on
Warehouses, pipelines, reporting and the internal tools your operators live in. What we build in this lane
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.
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.
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.
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.
Name the first deliverable
One call to agree on deliverables. The pilot sprint can start as soon as 3 days after it, and costs nothing.
Start a free pilot sprint