
Apply intelligence where it matters
We turn research into production-ready AI — agents, RAG systems, evaluations, and applied machine learning that actually works.
What we build
From prototype to production, we build AI systems that deliver real value. We handle the complexity of ML engineering so your team can focus on what matters.
AI Agents
Autonomous agents that reason, act, and integrate with your workflows and tools.
RAG Systems
Retrieval-augmented generation pipelines that ground AI responses in your data.
ML Pipelines
End-to-end machine learning pipelines — training, evaluation, deployment, and monitoring.
AI Strategy
We help you identify where AI creates real value and build a roadmap to get there.
Projects we've built
Real products, real impact. Here's what we've shipped.

AI-powered preventive healthcare for clinics
MedAlert is an AI-powered preventive healthcare platform designed for clinics. Through advanced AI models, it predicts medical risks by analyzing patient histories — evaluating imaging studies, blood work, geographic location, gender, age, family history, and more. The platform transforms complex medical data into actionable insights, recommending timely exams and detecting risks early — enabling proactive care instead of reactive treatment, while helping clinics improve patient outcomes and reduce long-term costs.
What makes it relevant
- Focus on preventive medicine, not reactive care
- Improves clinical efficiency and revenue
- Helps patients understand risks before they become critical
Technologies

AI-powered collections, built with empathy
PayProfile is an AI-driven platform that helps companies recover payments through personalized, human-like collection strategies. Instead of rigid scripts, PayProfile adapts tone, timing, and channels using intelligence — improving recovery rates while protecting customer relationships. The platform combines LLMs, AI agents, and behavioral data to create dynamic debtor profiles and orchestrate outreach across WhatsApp, SMS, email, and voice at scale.
What we built
- AI agents for personalized debt collection conversations
- Multi-channel outreach: WhatsApp, SMS, email, and voice
- Dynamic debtor profiles powered by behavioral data
Tech & AI

AI-powered emotional support that feels real
TusaFriend is an AI-powered platform that provides emotional support through empathetic conversations. Users can chat with AI personalities trained by real creators — or with the creators themselves — in a seamless, transparent experience. The platform uses AI to generate voice audio from creators, analyze images and text to understand user intent, and adapt conversations in real time. It's designed to feel human, respectful, and emotionally aware — not like a generic chatbot.
What makes it relevant
- AI-generated voice and personality cloning from real creators
- Intent analysis through text and image understanding
- Transparent human-AI hybrid conversations
Technologies
Intelligence at scale
Companies adding AI capabilities
Integrate AI into your existing products without rebuilding everything.
Research to production
Turn your ML research or proof-of-concept into a reliable, scalable system.
Teams needing AI expertise
Augment your team with engineers who understand both ML and production systems.
Our process
Assess
We evaluate your data, systems, and goals to find the highest-impact AI opportunities.
Prototype
We build fast prototypes to validate feasibility and measure potential impact.
Build
We engineer production-grade AI systems with proper evaluation and monitoring.
Optimize
We iterate on performance, cost, and reliability based on real-world usage.
We don't ship demos. We ship systems that survive production.
Ready to build something meaningful?
Tell us what you're building. We'll route you to Studio, AI Labs, or Builders — and move fast.
