How Verstand AI Built a World-Class Data Team Without Adding Overhead
Blumie helped Verstand AI triple their data team and cut payroll and recruitment time by 50% through an embedded Squad model.
How Verstand AI Built a World-Class Data Team Without Adding Overhead
Blumie helped Verstand AI triple their data team while cutting payroll and recruitment time in half, through an embedded Squad model instead of traditional hiring.
Who is Verstand AI?
Verstand AI builds machine learning systems that help controlled substance distributors across the U.S. track and prevent fraud. Industry: Technology/Software. Region: US. Company size: 11-50.
What problem was Verstand AI trying to solve?
Verstand had a clear mission, but a tight constraint: build a compliance-grade fraud detection system on a timeline that didn't leave room to waste. They came to Blumie with an existing AWS architecture that had room to grow, and a need for specialists, engineers, analysts, and scientists calibrated to a very specific technical and regulatory context.
The typical hiring path wasn't going to work. They needed people who were ready from day one, not a standard recruiting pipeline.
How did Blumie solve it?
Instead of individual hires, Blumie built a Squad: a focused, scoped data team assembled around the actual function each role needed to fill, not just a job title.
Before placing anyone, Blumie worked with Verstand to define exactly what each role needed to accomplish inside the project. That clarity shaped who was hired, how fit was evaluated, and how the team was structured around the work. Blumie owned the full process end to end, from scoping to deployment, selecting every person for their ability to contribute to compliance-grade data work.
What were the results?
- 3x workforce growth
- 50% reduction in payroll and recruitment time
- An ongoing engagement since 2022
What's next for Verstand AI?
Three years after the Squad was deployed, it's still running. Verstand didn't need more headcount, they needed a team that could extend their capabilities without adding friction, scoped to the problem and built to last.