About
Built from the Field Up
Aevi Laboratories exists because most AI consulting firms know the algorithms but not the industries. We've spent 15 years on the other side of that problem.
15 Years. 3 Industries.
One Focus.
Aevi Laboratories was founded on a simple conviction: that the most valuable AI systems come from people who deeply understand the problem domain — not just the technology.
Our work spans biotech research environments, remote mining operations, and complex field services logistics. In each, we've seen the same pattern: data is messy, stakeholders are skeptical, and generic solutions fall apart at the edges.
We build for the edges. Every model, pipeline, and workflow we deliver is designed to work in the real conditions of your industry — not the cleaned-up version that looks good in a demo.
"We don't do generic. Every engagement starts with your data, your constraints, and your definition of success."
How We Work
Outcomes over Outputs
We don't deliver notebooks. We deliver working systems that move business metrics.
Industry-First Thinking
We understand your data before we touch a model. Domain knowledge is the moat.
Straight Talk
No buzzword theater. If AI isn't the right solution for your problem, we'll tell you.
Velocity with Rigor
Move fast on proof-of-concept, deliberate on production. We know when to go each speed.
The Journey
Field Operations Intelligence
Early career deploying data systems and operational analytics for field services companies. Built the foundation in understanding real-world industrial data constraints.
Mining & Predictive Analytics
Deep dive into mining operations — predictive maintenance, ore grade models, and equipment failure forecasting. Learned that AI only matters if it survives the plant floor.
Biotech & Life Sciences AI
Transitioned into biotech, building ML models for genomic analysis, clinical trial optimization, and laboratory data pipelines. Navigated regulated environments and data governance at scale.
Aevi Laboratories Founded
Founded Aevi Laboratories to bring serious AI expertise directly to companies that need it most — without the overhead of large consultancies.
Let's work together
Bring us your hardest data problem.
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