Engineering Trustworthy AI
Pixis IT Labs is a research and development studio dedicated to the rigor of machine learning. We build the infrastructure, define the standards, and calculate the cost of privacy for the next generation of intelligent systems.
How can we help you?
Compute Economics
We don't guess infrastructure costs. We use proprietary logic to map model shapes to precise GPU/CPU envelopes, eliminating waste.
The Trust Tax Framework
Privacy isn't free. We quantify the financial and computational cost of adding Differential Privacy and security layers to models.
Algorithmic Auditing
Rigorous stress-testing for bias and drift. We ensure models behave predictably before they ever reach production.
Cloud-Native Infrastructure
We architect resilient systems across AWS, Azure, GCP, and Hybrid environments that scale automatically with demand.
Automated Governance
Turning 'policies' into 'code'. We build systems where compliance checks are automated parts of the CI/CD pipeline.
Regulated Environments
Deploying AI where failure is not an option. We specialize in Finance, Healthcare, and sectors requiring strict audit trails.
Portfolio
From award winning healthcare solutions to open industry standards, we create reliable AI that solves actual problems. Our work focuses on lowering costs, ensuring safety, and educating the community on how robust AI is truly engineered.
Would you like to start a project with us?
From proof-of-concept to production. Let’s discuss how we can engineer a compliant, scalable AI infrastructure tailored to your specific needs.