AI that works in production.
We don't build demos. We architect, train, and deploy production-grade AI systems — LLM-powered agents, RAG pipelines, real-time inference APIs — that generate measurable business value from day one.
What we build
From model training to production deployment — every layer of the AI stack, handled by engineers who have shipped real systems.
LLM Fine-Tuning & RAG
We take foundation models (GPT-4, Llama 3, Mistral) and fine-tune them on your proprietary data. RAG pipelines with vector databases (Pinecone, Weaviate, pgvector) for accurate, hallucination-resistant retrieval.
Autonomous Agent Systems
Multi-agent architectures using LangGraph, CrewAI, and custom orchestration. We build agents that take actions — not just answer questions — integrated into your business workflows.
ML Data Pipelines
End-to-end MLOps infrastructure: data ingestion, feature engineering, model training at scale, and automated retraining triggers. Built on Airflow, dbt, and Spark.
Real-Time Inference APIs
Production-grade inference endpoints optimized for latency. Model quantization, TensorRT acceleration, and auto-scaling inference clusters on AWS SageMaker or GCP Vertex AI.
AI-Integrated Platforms
We don't just build models — we embed intelligence into your products. Chat interfaces, document understanding systems, code generation tools, and recommendation engines.
Model Evaluation & Safety
Rigorous evaluation frameworks, bias detection, and guardrails. We ensure your AI system behaves predictably in production and meets enterprise compliance standards.
How we ship AI
A disciplined process that turns raw business requirements into production-ready AI systems — with zero hand-waving.
Data Audit
We assess your existing data assets, identify gaps, and design a collection strategy. Bad data kills models — we fix this first.
Architecture Design
We design the full AI system: model selection, infrastructure, APIs, monitoring. No black boxes — you own every component.
Prototype in 2 Weeks
A working proof-of-concept against your real data, evaluated on metrics that matter to your business — not benchmark scores.
Production Hardening
Latency optimization, load testing, fallback logic, PII redaction, rate limiting. We ship AI that is safe, fast, and reliable.
Monitoring & Iteration
Drift detection, A/B testing, automated retraining pipelines. Your AI system gets smarter over time, not stale.
Ready to scale your
engineering capacity?
Stop losing time on technical debt and missed deadlines. Partner with Zyvane to build software that drives your business forward.