Applied AI Engineering

Stone Labs designs and deploys production-grade AI systems — from autonomous agents and RAG pipelines to custom fine-tuned models — helping businesses automate complex workflows, unlock actionable intelligence, and scale AI across the organization.
How Does It Work
With dozens of AI systems shipped to production, we've refined a battle-tested methodology that minimizes risk and accelerates time-to-value.
1
Kick Start
We audit your data landscape, existing infrastructure, and business objectives to identify the highest-impact AI use cases — then scope a pragmatic implementation roadmap with clear success metrics.
2
Integration
We build a working prototype — whether it's a RAG-powered assistant, an AI agent workflow, or a custom ML pipeline — and validate it against real data to prove ROI before scaling.
3
Operation
We deploy the hardened solution into your production environment with full observability, monitoring, and feedback loops — then iterate continuously to improve accuracy and adapt to evolving business needs.
Categories
Our Solutions Are Used At
IP & Legal
AI Agents & Copilots
Conversational AI
Machine Learning Model development
AI Integrations
AI and Data Science​
Intelligent knowledge systems
Text-to-Speech solutions
AI Development Services

Stone Labs builds AI systems that go beyond chatbots — from multi-agent orchestration and retrieval-augmented generation to enterprise-grade LLM integrations with guardrails and observability. Whether you need a domain-specific copilot, an intelligent document processing pipeline, or a fully autonomous AI workflow, we architect solutions that are secure, scalable, and production-ready.

Tech Stack
Backend & DB
Python
Spark / PySpark
Flask / FastAPI
RabbitMQ
Docker
AWS
MongoDB
Elastic Search
Redis
ML & AI Frameworks
Scikit-learn
XGBoost
TensorFlow and Keras
PyTorch
Hugging Face Transformers
vLLM
MLflow
LLMs & NLP
GPT Models (GPT-4o, Claude 3.5/Opus, LLaMA 3, Gemini, Mistral)
SpaCy
Faiss
Pinecone
CrewAI
Rule-based Text Classification
CLIENTS
Proud To Work With
Showcases
Testimonials
Words From Our Clients