Services
Six disciplines, one accountable builder. Most engagements combine several: an integration that feeds a warehouse that powers a dashboard embedded in a website.
Website & web app development
Marketing sites, client portals, and internal tools. Built to be fast, accessible, and easy to update, and hosted on low-cost static or serverless platforms instead of a server you have to maintain. Where it helps, the site connects directly to your data: live metrics, customer-facing reports, or lightweight admin tools.
Business intelligence & dashboards
Dashboards and reports designed around the decisions you actually make. KPIs are defined once and calculated consistently, and everything refreshes automatically so the numbers are current when you open them.
Data integration & APIs
Getting data out of the systems you run on and into one place, reliably and on schedule. Includes authentication, incremental syncs, and handling for the messy edge cases vendor APIs always have.
ETL & pipeline engineering
Python and SQL pipelines that extract, validate, transform, and load your data, with tests, logging, and alerting built in. Scheduled with lightweight orchestration rather than heavyweight platforms, so there's nothing to babysit and little to pay for.
Data modeling & warehousing
A clean, documented data model, from a normalized operational schema to a dimensional model or semantic layer built for reporting. Hosted on managed, low-cost infrastructure sized to your data, not to a sales quota.
Automation & advisory
Replacing recurring manual work (weekly reports, spreadsheet reconciliations, copy-paste between systems) with automation. Also available: architecture reviews, tool selection, and a second opinion before you commit to an expensive platform.
Engagements
Three ways to work together.
Every engagement starts with a written scope. Pick the structure that fits the work, and change it as your needs change.
Where most clients start
Fixed-scope project
A defined deliverable at a fixed price. Best for a new site, a dashboard suite, or a specific integration.
- Written scope and quote up front
- Delivered in usable milestones
- Documentation and handoff included
Ongoing
Monthly maintenance
Keep anything we've built healthy and growing, for a flat monthly fee.
- Monitoring and alerting
- Fixes when APIs or rules change
- Small enhancements each month
- No long-term contract
Flexible
Hourly & advisory
For reviews, troubleshooting, or extending something you already have.
- Architecture and code reviews
- Troubleshooting existing systems
- Estimate before work starts
Support is an option, never a lock-in.
Pipelines and dashboards need care over time: APIs change, business rules shift, new sources appear. A monthly plan keeps all of that handled. But everything we build lives in your accounts, with your code and documentation, so you can run it yourself anytime.
Next step
Not sure which fits? Let's scope it together.
Describe what you're working with and you'll get an honest read on the right approach, even if that's "you don't need us."