Beyond the
Chatbot
We engineer production-grade AI systems. From RAG pipelines to autonomous agents, we turn stochastic models into reliable business logic.
RAG Pipelines
Fine-Tuning
Vector Search
Agent Swarms
The Engineering Lifecycle
AI is software. We apply rigorous engineering discipline to probabilistic models.
1. Discovery & Strategy
We don't just "do AI". We identify high-value workflows where deterministic code fails and semantic reasoning excels.
Artifact: Feasibility Audit
2. Prototyping
Rapid experimentation using LangChain and Streamlit. We test different models (GPT-4, Claude, Llama 3) to find the best cost/performance balance.
Tech: LangChain, Pinecone
3. Evaluation (Evals)
The most critical step. We build automated test suites to measure hallucination rates and answer quality before any user sees the bot.
Metric: Response Accuracy
4. Deployment
Containerized deployment on your cloud of choice (Azure/AWS). Integrated with your identity provider for enterprise security.
Output: Docker, Kubernetes
Built with Modern Infrastructure
OpenAI
LangChain
Pinecone
Streamlit
Azure AI