AI Transformation
You know AI could help. You're not sure where or how.
We run a 2-week discovery process: kickoff session, stakeholder interviews, understanding your actual workflows. We look for where AI makes sense — and where it doesn't.
What you get:
- Vision document with prioritized opportunities
- Implementation roadmap
- Honest assessment of what's realistic
Then we embed with your team (up to 6 months) to guide the transition. We're not here to sell you a platform. We're here to make it work.
Training
From "what is an LLM" to "how do I fine-tune one" — we teach your team.
Topics we cover:
- LLM fundamentals: how language models work, what they can and can't do
- Prompt engineering: getting consistent, useful outputs
- AI strategy: identifying and prioritizing opportunities
- Hands-on implementation: building with APIs, RAG systems, fine-tuning
We work with technical teams, leadership, or mixed groups. High-level structure, content adjusted to your needs.
Research & Consulting
Sometimes you need an answer before you build anything.
We help with:
- Model selection: which model (or approach) fits your use case and budget
- Fine-tuning small models: making cheaper, faster models work for your specific task
- RAG & knowledge systems: retrieval systems, knowledge bases, domain-specific assistants
- Evaluation & testing: figuring out if your AI is actually working
Our research can lead to PoC development — we don't just write reports, we build things.
What We Build
Chatbot & Conversational AI
Custom conversational systems that understand context. Used for customer support, internal operations, domain-specific assistants.
Recommendation Systems
Product, content, and service recommendations. Collaborative filtering, content-based, hybrid approaches.
Custom AI Solutions
If it involves language models, embeddings, or structured data — we've probably built something like it.
Selected Work
E-commerce
AI-powered product search and recommendation chatbot for a major online retailer.
Creator Platform
AI transformation and AI-powered community features for a content creator platform.
Enterprise
AI discovery and transformation roadmap for a large enterprise organization.
Healthcare
On-device LLM research for privacy-sensitive patient data processing.