For data & analytics teams
From raw tables to real-time decisions — pipelines that hold.
We build the ETL, warehouse, and semantic layer underneath your dashboards so numbers are trusted and fresh. Your analysts stop firefighting broken syncs and start answering the questions the business actually asks.
Capabilities
What runs in the background.
ETL and a warehouse that stay in sync
Data scattered across tools never tells one story. We pipe every source into a single warehouse on a reliable schedule, with the tests and monitoring to catch breaks before a dashboard lies.
- —Connectors for your apps, databases, and APIs
- —Incremental syncs with retries and alerting
- —Data tests that flag breaks before users do
A semantic layer so metrics mean one thing
When 'revenue' has five definitions, nobody trusts the dashboard. We model your core metrics once, so every chart, query, and tool pulls from the same source of truth.
- —Core metrics defined once, reused everywhere
- —Clean models analysts can build on confidently
- —Governed access without locking people out
Self-serve answers, including over MCP
Every ad-hoc request is a tax on your team. We expose the warehouse through real-time dashboards and an MCP layer, so people — and AI agents — query trusted data directly.
- —Real-time dashboards on the warehouse
- —MCP access so AI agents query governed data
- —Self-serve answers that cut the ad-hoc queue
Want a data stack audit?
30 minutes. We map where pipelines, models, and dashboards leak trust and time, and show what's worth fixing first.
- →Pipeline audit — where syncs break and data goes stale.
- →Metrics scan — definitions that disagree across tools.
- →Stack review — what your warehouse and BI do and don't cover.
FAQ
Common questions.
Do we have to switch warehouses?+
No. We work with what you run — BigQuery, Snowflake, Postgres, and others. If your setup is the bottleneck, we'll show you why before you spend a peso.
What is the MCP layer, in plain terms?+
It's a governed gateway that lets AI agents and tools query your warehouse safely — real answers from real data, without handing over raw database access.
Can you work alongside our data team?+
Yes. We embed with your analysts and engineers, build the backbone, and hand it over documented — so the team owns it, not us.
Let's map your operation.
A 30-minute audit of where your time leaks — and what's worth automating first.