Production-Grade AI & Agentic Workflows
We turn LLM wrappers into robust enterprise software. From multi-agent orchestration to low-latency RAG vector architectures, we build state-of-the-art AI systems.
End-to-End AI System Architecture
We design AI products that are secure, deterministic, cost-optimized, and blazingly fast.
Autonomous Agentic Systems
Multi-agent loops with tool-calling capabilities, self-healing retries, plan decomposition, and human-in-the-loop review guards.
Advanced RAG & Vector DBs
Hybrid semantic search combining Pinecone/Weaviate vector indices with BM25 keyword reranking and chunk optimization for real-time document intelligence.
Model Fine-Tuning & Distillation
Fine-tune open weights (Llama 3, Mistral, Qwen) for specialized domain tasks, slashing latency and API inference costs by up to 80%.
AI Guardrails & Safety
Prompt injection defense, hallucination monitoring, PII redaction, token rate limit throttling, and fallback routing across multiple providers.
LLMOps & Evaluation
Continuous benchmark testing, automated regression suites, semantic similarity metrics, and real-time observability telemetry via LangSmith and Helicone.
Real-Time Streaming UX
Server-Sent Events (SSE) and WebSocket stream rendering, optimistic UI updates, and sleek markdown-rendered conversational interfaces.