We build
intelligent
software.
From machine learning systems to production applications. A team of engineers building AI systems for companies that need it done right.
What we build
Capabilities
Machine Learning & AI
Custom model development, fine-tuning, deployment, and inference optimization. From transformer architectures to computer vision pipelines, we build ML systems that work in production, not just in notebooks.
Large Language Models & Agents
LLM integration, retrieval-augmented generation, agentic workflows, and custom training. We deploy autonomous systems that handle complex reasoning tasks at scale.
Web & Mobile Applications
Full-stack development from concept to launch. Responsive web platforms, native and cross-platform mobile apps, real-time dashboards, and consumer-facing products built for scale.
Cloud Infrastructure & DevOps
Architecture design, cloud migration, CI/CD pipelines, containerization, and infrastructure-as-code. We build systems that scale reliably and cost-efficiently.
Data Engineering & Analytics
Data pipeline design, ETL workflows, real-time analytics, and business intelligence platforms. We turn raw data into actionable systems.
UI/UX Design
Research-driven interface design, prototyping, and design systems. Every product we build is engineered for usability, not just functionality.
How we apply it
Real problems.
Engineered solutions.
“Deploying an agentic pipeline that automates contract review for a legal-tech startup.”
We built a multi-agent system that reads, extracts, and flags key clauses across thousands of legal documents, reducing review time from weeks to hours.
“Building a real-time analytics dashboard for a Series B fintech company.”
A full-stack platform ingesting millions of daily transactions, with a React frontend providing instant insights to portfolio managers.
“Training a custom vision model for defect detection in manufacturing.”
From data collection to edge deployment. A production CV system that reduced defect escape rates by 60% on the factory floor.
“Designing and launching a consumer health app from zero to 50K users.”
End-to-end product development including UX research, native mobile development, HIPAA-compliant backend, and growth engineering.
Selected projects
Select Work
Lumina
A multi-modal AI platform that maps the relationship between nutrition and skin health. Computer vision pipelines analyze facial scans across four angles while food recognition models score meals in real-time. 4.9 stars across app stores.
Visit ProjectCybersphere
Engineered the full internal tech stack powering an autonomous voice agent platform. Real-time NLP pipelines, multi-channel orchestration across voice, SMS, and social, and a flow automation engine that handles thousands of concurrent conversations with sub-second latency.
Visit ProjectQuantitative Analytics Engine
A high-throughput analytics system processing 14M+ daily transactions across equities, options, and derivatives. Sub-50ms P99 latency on live market feeds. Custom anomaly detection models flagging alpha signals with 3.2x precision over baseline, deployed on distributed GPU clusters.
Who we are
The Team
AyonLabsisateamofengineersandresearchersfromtopcomputerscienceprograms,withexperiencebuildingproductionsystemsatscale.Ourbackgroundsspanmachinelearningresearch,distributedsystems,full-stackengineering,andproductdesign.Webringthatdepthtoeveryprojectwetakeon.
Where our engineers studied
“They took our prototype and turned it into a production system processing millions of requests. What would have taken our team six months, they shipped in eight weeks.”
Common questions
FAQ
We work across the full spectrum of software development, from training and deploying custom machine learning models to building production web and mobile applications. If it involves writing code and solving hard problems, we're interested.
Timelines depend on scope and complexity. Most websites and applications take 4-8 weeks. Custom ML systems and larger platforms typically range from 2-4 months. Our proprietary tooling and experienced team allow us to deliver products that would take other firms months in a fraction of the time.
Most agencies are either good at AI or good at application development. We're both. Our team combines deep research backgrounds with production engineering experience, which means we don't just build prototypes. We ship systems that work at scale.
Both. We've worked with early-stage startups building their first product and established companies modernizing critical infrastructure. We scope every engagement to match the client's stage and needs.
We offer project-based pricing with clear deliverables and milestones. We're transparent about costs from the start and structured so that you know exactly what you're paying for.
We're stack-agnostic and choose the best tools for each project. Our team has deep experience with Python, TypeScript, React, React Native, PyTorch, TensorFlow, AWS, GCP, and most modern frameworks.
Ready to get started?