The data foundation AI actually runs on.
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.
Data Warehousing & Pipelines
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.
Scoped, shipped, and supported.
Multi-source ingest & CDC
Reliable pipelines that pull from every system you run, including change-data-capture for near-real-time freshness.
Transformation & lineage
Orchestrated transformations with full lineage, so you can trace any number back to its source.
Warehouse design & governance
A modeled, documented warehouse with access controls and governance built in.
AI-ready foundations
Data shaped for retrieval, training, and analytics - so the layers above don't fight the plumbing.
- Microsoft Fabric
- dbt
- Airflow / orchestration
- Snowflake / BigQuery
- CDC tooling
Unified academic data warehouse
Turning fragmented academic data into one operational source of truth - the warehouse behind the dashboards and reporting.
Read the case studyQuestions we get a lot.
Our data is messy - can you still help?
That's the normal starting point. We handle multi-source ingest, cleaning, and modeling so messy operational data becomes an AI- and analytics-ready foundation.
Which warehouse should we use?
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.
How do you handle governance and access?
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.
The rest of the stack.
Agentic AI
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 moreComputer Vision
Production vision pipelines - custom-trained models, real-time inference at edge or cloud, drift monitoring. Medical imaging, quality QA, retail analytics, and beyond.
Learn moreWeb & Mobile Applications
Modern 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 moreVoice Agents & Chatbots
Real-time voice agents and RAG-grounded chatbots - with persona, tone, eval, and the guardrails to ship into customer-facing production safely.
Learn morePowerBI, Fabric & Analytics
Microsoft PowerBI and Fabric implementations, custom analytics engines, executive dashboards - the daily-driver tools decision-makers actually open.
Learn moreLet's build what's next - together.
Whether you have a brief or just an idea, we'll help you scope a path from concept to production - with compliance built in.