From Data to Decisions — in Production
We build AI systems that ship, scale, and deliver measurable business impact. Not just models — production-grade intelligence.
End-to-End AI, Built for Production
MLAIA delivers end-to-end machine learning and AI solutions — from research and prototyping to production-grade systems. We partner with enterprises, startups, and research institutions to turn complex data into real business outcomes.
Dr. Yochai Edlitz
Dr. Yochai Edlitz brings 20+ years of R&D leadership across defense intelligence, academic research, and enterprise AI. With a Ph.D. from the Weizmann Institute and experience leading elite IDF technology units, he founded MLAIA to bridge the gap between cutting-edge research and production-ready AI systems.
MLAIA operates across five signal domains — real-time signal processing, medical data & clinical AI, enterprise business intelligence, computer vision, and generative AI. Every engagement is designed from day one for production: models that ship, scale, and deliver measurable results in the field, not just in the lab.
Clients include leading defense contractors, hospital systems, fintech platforms, and global retail analytics firms — united by the need for AI that works under real-world constraints. Every model MLAIA builds goes to production.
Five Signature Domains
Each domain has its own language and toolchain. We speak all five fluently.
Real-Time Signal Processing
Waveforms → intelligent decisions via neural DSP and spectral AI.
Medical Data & Clinical AI
HIPAA-compliant AI for biosignals, imaging and clinical NLP.
Enterprise BI & Analytics
Raw enterprise data → actionable forecasts and decision pipelines.
Vision AI & Image Intelligence
Detection, segmentation and classification from pixels to production.
Large Language Models & Agents
Custom LLMs, RAG pipelines and AI agents for real enterprise tasks.
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Get Your Free AI Roadmap →Proven Results
Real projects. Real impact. Every model goes to production.
AI-Powered Sales Pipeline Optimization
Israel's leading telecom needed to prioritize thousands of daily sales leads across multiple channels.
Built an ML prioritization model integrating CRM, usage patterns, and behavioral signals.
32% increase in sales conversion rate
Clinical Decision Support System
A major medical center needed AI-assisted analysis of complex patient data for faster clinical decisions.
Developed HIPAA-compliant AI models for biosignal analysis and clinical pattern recognition.
50% reduction in analysis time, deployed to production
Real-Time Noise Cancellation AI
An audio-tech company needed to establish AI infrastructure for next-generation active noise cancellation.
Built the AI/ML infrastructure from the ground up: DSP pipelines, neural audio models, and edge deployment.
Full AI infrastructure established, technology integrated into production products
Trusted by Industry Leaders
"I wanted to take a moment to recognize your exceptional work on managing the 'Sand box' project. Your leadership, strategic thinking, and excellent communication skills were instrumental in successfully executing this project."
"I am truly impressed by the innovative ideas and rapid progress your team has made while collaborating with our great team here at RETISPEC. Your collaboration, fresh insights, scientific rigor, and efficient work methods have significantly contributed to our advancements in such a short time. I am excited to see how our partnership continues to flourish, and I am grateful for the expertise you bring to our projects."
"I would like to express my sincere gratitude for your valuable contributions to Silentium, specifically in the fields of digital signal processing, audio, machine learning, and data science. Your expertise and vast knowledge have been instrumental in establishing our AI infrastructure. We look forward to continued engagement and collaboration towards promoting our innovative AI technologies."
"I wanted to express my deep appreciation for your contribution to success of our R&D. The ability to contribute great value in short and long-term endeavors, along with your extensive scientific knowledge in general and in particular in machine learning and data science methods are a great contribution to our success. Wishing to continue this fruitful journey."
"Professionalism builds infrastructure, creativity gives it unique value, and when you add to that a commitment to the value and meaning of Will-I-Am, it boils down to one word - MLAIA! Thank you!"
"It's so hard to find data professionals who truly understand the data in depth, across all its layers. Until we met Yohai, who not only met but exceeded all expectations. From understanding the business problem, through deep analysis involving complex analytics, and all the way to top-level data science, resulting in outstanding models that actually solve real-world problems. All of this was done with excellent and enjoyable communication, creativity, flexibility in thinking, and a true sense of partnership along the way."
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Let's Take Your Data
from Insight to Impact
Tell us about your data challenge. MLAIA — Machine Learning & AI Approach — will design the solution.