AI That Solves
Real Business Problems
We build AI systems that actually work in production — LLM integrations, ML pipelines, and intelligent automation grounded in your real data and business context.
Capabilities
What We Build
LLM Integration
GPT-4, Claude, Gemini, and open-source models integrated into your product — RAG pipelines, fine-tuning, and prompt engineering.
ML Pipelines
End-to-end machine learning: data ingestion, feature engineering, model training, evaluation, and production deployment.
Computer Vision
Image classification, object detection, OCR, and video analysis for manufacturing, retail, and security use cases.
NLP & Text Analytics
Sentiment analysis, entity extraction, document classification, and intelligent search.
Recommendation Engines
Personalisation systems for e-commerce, content platforms, and SaaS products.
Intelligent Automation
AI-powered workflow automation — document processing, data extraction, and decision support systems.
Tech Stack
What We Use
LLM APIs
OpenAI / Anthropic
GPT-4o, Claude 3.5, and embedding models
RAG Framework
LangChain / LlamaIndex
Document ingestion, chunking, retrieval pipelines
ML Backend
Python / FastAPI
Model serving, inference APIs, async processing
ML Training
PyTorch / scikit-learn
Custom model training and fine-tuning
Vector DB
Pinecone / pgvector
Semantic search and similarity retrieval at scale
MLOps
AWS SageMaker
Model training, deployment, and monitoring in production
How We Work
Our Process
Problem Definition
We start by understanding the business problem, not the technology. Is AI actually the right solution? We'll tell you honestly.
Data Assessment
Audit your existing data, identify gaps, and define what's needed to train or fine-tune a model.
Prototype & Validate
Build a working prototype quickly to validate the approach before committing to full development.
Production Build
Scalable, monitored AI systems with fallback logic, cost controls, and observability built in.
Monitor & Improve
AI systems degrade over time. We set up monitoring, retraining pipelines, and continuous evaluation.
Exploring AI for your product?
We'll help you figure out what's actually feasible — and what's just hype. Free technical consultation.