Sovereign AI &Strategic Engineering
From Silicon Valley Infrastructure to Enterprise Impact. We build secure, private, and high-performance AI systems for high-stakes industries.
Where Our Team Has Delivered
Through direct engagements and senior roles at these organizations
OUR EXPERTISE
Engineering for High-Stakes
We build the infrastructure that powers the next generation of AI-native enterprises. No fluff, just shipping.
Sovereign AI & Private Models
Development and fine-tuning of LLMs on isolated infrastructure (NVIDIA Powered Lab). Ideal for regulated sectors (Fintech, Health) requiring absolute data privacy and zero reliance on public APIs.
- Private LLM Training
- NVIDIA DGX Compute
- Zero-Data Leakage
- Custom Model Architecture
- Compliance-First Design
Strategic Engineering & AI Enablement
We don't just rescue projects; we transform how they are built. We immerse ourselves in your SDLC to integrate AI tools that accelerate velocity, reduce manual work, and mitigate hallucinations.
- AI Adoption & Workflow Acceleration
- Hallucination Mitigation Guardrails
- Legacy System Modernization
- Knowledge Transfer & Training
- Operational Capacity Building
R&D and Product Engineering
Transforming ideas into Intellectual Property assets. We build "Agentic" systems and RAG pipelines with verified precision metrics. We don't deliver prototypes; we deliver production systems.
- IP Generation
- Agentic Systems
- High-Scale Web
- Real-time RAG
- Enterprise API Design
The Ekolabs R&D Advantage
We don't just rent APIs.
We own the compute.
While others rely on public clouds, we operate our own Private AI Cluster (4x NVIDIA DGX Spark™) powered by NVIDIA DGX Spark™ infrastructure.
4 PetaFLOPs Performance
Test massive models (up to 800B parameters) locally without data leakage.
100% Data Privacy
Your sensitive data never leaves our secure environment during development.
Led by Engineering
Veterans.
David Santos
FOUNDER & CEO
Principal Consultant and AI Architect with a track record of delivering mission-critical systems for Fortune 500 clients. Bridging the gap between scientific research and enterprise ROI.
We don't just build.
We publish.
Read our latest research on mitigating hallucinations in Large Language Models using hybrid verification systems.
Intelligent Automated Document Processing System
A novel methodology for high-precision information retrieval and classification in unstructured datasets, reducing error rates by 37% in production environments.
Proven Results
We don't guess.
We engineer outcomes.
AI-Powered Competitive Intelligence Platform
How Ekolabs AI built an end-to-end AI platform that replaced manual research workflows, achieved over 80% classification accuracy, and enabled new revenue streams for a B2B SaaS company.
- 10,000+ Organizations Processed
- >80% Classification Accuracy
- 99%+ Time Reduction
- Provisional Patent Filed
Measuring the Real Impact of AI on Engineering Teams
How Ekolabs AI implemented AI-assisted development at Payphone, a FinTech platform serving over 750,000 users, and built the AIDA framework to measure what traditional metrics miss: the asymmetric impact of AI on developer productivity, code quality, and team capability.
- 20% Faster Routine Tasks
- 47% Smaller PRs
- 26→47% Test Coverage
- 504 New Performance Tests
Legacy Monolith Replacement at Scale
How Ekolabs AI replaced a legacy .NET repricing monolith with a modern engine handling 584M listings and 79M daily price updates, reducing infrastructure costs by 98% and producing $500K in annual vendor savings.
- 98% Infra Cost Reduction
- 584M Listings
- 79M Daily Updates
- $500K Annual Savings
What they say
about working with us.
“David doesn't just understand AI — he understands business problems. He rebuilt our entire AI infrastructure and the results spoke for themselves: faster, cheaper, and actually working.”
“David and his team at Ekolabs AI gave us a framework to see what AI was actually changing in our engineering team — what traditional metrics missed entirely. They enabled our team to ship higher-quality code in the same timeframe, and the results were clear enough that we expanded the engagement to accelerate development across more teams.”
“David and his team provided solid technical leadership across our AI initiatives, designing and delivering complex systems aligned with product and business objectives. The solutions were successfully deployed to production and helped drive measurable results for our clients.”
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