Multi-source ingest, transformation orchestration, and warehouse modeling — the data plumbing that turns messy operational data into AI-ready foundations.
We build the unglamorous foundation other teams skip — so your analytics and AI stop fighting the plumbing and start trusting the numbers.
Every AI project eventually hits the same wall: the data is scattered, inconsistent, and not modeled for the question being asked. The unglamorous work of data engineering is what makes everything above it possible.
We build the foundation — multi-source ingest and change-data-capture, transformation orchestration with lineage, and a well-modeled, governed warehouse that your analytics and AI can both trust.
Reliable pipelines that pull from every system you run, including change-data-capture for near-real-time freshness.
Orchestrated transformations with full lineage, so you can trace any number back to its source.
A modeled, documented warehouse with access controls and governance built in.
Data shaped for retrieval, training, and analytics — so the layers above don't fight the plumbing.
Turning fragmented academic data into one operational source of truth — the warehouse behind the dashboards and reporting.
Read the case studyThat's the normal starting point. We handle multi-source ingest, cleaning, and modeling so messy operational data becomes an AI- and analytics-ready foundation.
We work across Microsoft Fabric, Snowflake, BigQuery, and others, and recommend based on your existing stack, scale, and budget rather than a one-size default.
Lineage, access controls, and documentation are built into the warehouse design, so you can trace any number to its source and control who sees what.
Tool-using, multi-step AI agents that reason, plan, and execute against real business workflows — with guardrails, memory, and human-in-the-loop checkpoints.
Learn moreProduction vision pipelines — custom-trained models, real-time inference at edge or cloud, drift monitoring. Medical imaging, quality QA, retail analytics, and beyond.
Learn moreModern web on React and Next.js, cross-platform mobile for iOS and Android — performant, accessible, and built to hold up past the launch demo.
Learn moreReal-time voice agents and RAG-grounded chatbots — with persona, tone, eval, and the guardrails to ship into customer-facing production safely.
Learn moreMicrosoft PowerBI and Fabric implementations, custom analytics engines, executive dashboards — the daily-driver tools decision-makers actually open.
Learn moreWhether you have a brief or just an idea, we'll help you scope a path from concept to production — with compliance built in.
