One record. Every system.
Your data is scattered across CRMs, finance tools, spreadsheets, websites, and program systems. We build the pipelines and infrastructure that bring it together, keep it clean, and make it ready to answer questions.
- OutcomeData connected across systems
- OutcomeAutomated, reliable pipelines
- OutcomeA foundation ready for AI
Signs it’s time to call us.
- 01
Building a report means days of exporting, pasting, and reconciling spreadsheets.
- 02
Your systems don’t talk to each other, so the same record exists five different ways.
- 03
Nobody fully trusts the numbers because nobody knows where they came from.
- 04
Your website, app, or programs are not capturing the events you need to analyze.
What we deliver.
Engage us for a single capability or combine several. Every engagement is scoped to your goals, your team, and your budget.
- 02.01
Data pipelines
Automated, monitored pipelines that move data from source systems on a dependable schedule.
- 02.02
Data warehouses
Right-sized central data stores on platforms such as Snowflake, BigQuery, Databricks, or PostgreSQL.
- 02.03
Systems integration & APIs
Connect CRM, finance, HR, marketing, and program systems so data flows once and stays consistent.
- 02.04
Event & product tracking
Instrument websites, apps, and digital programs to capture the behavior data you are missing.
- 02.05
Data quality & observability
Validation, deduplication, and alerts that catch problems before they reach a dashboard.
- 02.06
Data modeling
Clean, documented models that turn raw tables into business-ready entities and metrics.
- 02.07
Data migration
Move data between platforms with cleansing, validation, and a rollback plan.
- 02.08
Cloud data architecture
Secure, cost-aware data infrastructure on AWS, Azure, or Google Cloud.
A clear path from question to result.
- 1
Inventory
Map every source system, owner, format, and refresh need.
- 2
Architect
Design a right-sized platform for your volume, budget, and skills.
- 3
Build
Engineer pipelines, models, and quality checks in iterative releases.
- 4
Operate
Monitor, optimize costs, and hand over clear documentation.
Same rigor. Different realities.
Connect donor CRMs, program and case management systems, finance, and survey tools into one view of constituents and outcomes, on budgets that fit nonprofit realities.
Nonprofit servicesUnify sales, marketing, product, finance, and operations data into a single warehouse that powers reporting, forecasting, and AI.
Business servicesWays to get started.
Pick the model that matches your stage. Many clients start with a fixed-scope engagement and grow from there.
- Fixed scope
Data Architecture Review
Assess your current stack and design a target architecture with costs.
- Project
Data Foundation Build
Pipelines, a warehouse, and core data models delivered end to end.
- Monthly
Managed Data Operations
Ongoing monitoring, fixes, new data sources, and optimization.
Questions, answered.
Which data platforms do you work with?
We are vendor-neutral and work across common platforms including Snowflake, BigQuery, Databricks, Microsoft Fabric, and PostgreSQL. We recommend what fits your scale, skills, and budget.
Is a data warehouse overkill for a small organization?
Not necessarily, but it has to be right-sized. Smaller organizations often start with a lightweight, low-cost setup that grows with their needs.
Who owns the data infrastructure you build?
You do. Everything is built in your accounts, documented, and fully transferable.
Ready to talk about your data infrastructure?
Tell us the questions you need answered. We will reply personally with an honest view of what your data can reveal and where to start.