AI & Data Engineering
Intelligence That Actually Works
Custom AI systems and data pipelines for companies that need more than off-the-shelf solutions.
Data Pipelines
Automated ingestion, ETL, and real-time streaming that turns scattered data sources into a reliable, queryable foundation.
Machine Learning
From model development through training pipelines to production MLOps: models that deliver measurable business value, not science projects.
LLM & AI Integration
RAG architectures, autonomous agent systems, and custom AI products built on your proprietary data, not generic chatbots.
Database Design
SQL, NoSQL, and vector databases designed around your query patterns and performance requirements.
BI Infrastructure
The engine beneath your dashboards: data warehouses, transformation layers, and pipelines that power your decisions.
Best For
Companies drowning in data but starved for insights. Teams with AI prototypes that need to become products. Organizations that need custom intelligence.
Example Projects
Multi-source data pipeline
Automated daily ETL from 12+ provider APIs into a unified warehouse, cutting manual reporting from hours to zero.
AI-powered CRM system
LLM agent that reads incoming emails, classifies intent, and routes to the right team, integrated into the client's existing CRM.
Research ML platform
End-to-end pipeline from raw experimental data to deployed prediction model, with automated retraining and drift monitoring.
Frequently Asked Questions
We start with your data infrastructure, build the integration layer, and deploy AI components that talk to your existing stack.
Yes. Cloud, on-premise, or hybrid. We architect for your constraints and manage it all.
Large language models (LLMs), machine learning models, retrieval-augmented generation (RAG), and custom AI agents.
We focus on delivering value as quickly as possible. Often that means starting with a small proof-of-concept (something we can validate in 2-3 weeks) before committing to a larger build. We scope based on your risk tolerance and budget, not a predetermined timeline.
We adapt to your domain. Rather than specialize in specific industries, we focus on understanding your unique data challenges and constraints.
Want us to handle the entire data stack?
Explore Data Engineering as a Service →Also need custom software?
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