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Solution

Reporting & Analytics

Monthly reports, board packets, grant reporting, state submissions: when each one is assembled by hand from exports, it is slow and hard to defend. We build reporting that pulls from the source, applies the same rules every time and shows its work.

The problem

  • Reports are assembled by hand from exports, and every cycle takes days.
  • Two reports on the same topic give two different numbers.
  • Leaders wait for answers that should be a click away.
  • Required state, federal or grant reports are rebuilt from scratch each period.

What we deliver

  • Data pipelines that collect information from source systems on a schedule.
  • A single, documented definition for each measure your organization reports.
  • Dashboards and recurring reports with filters for the questions people actually ask.
  • Exports in the formats required by oversight bodies and partners.

Our approach

  1. Start with the decisions

    We ask who uses each report and what decision it supports, then work backward to the data.

  2. Trace the data

    We find where each number comes from, document the rules and resolve conflicts between sources.

  3. Build and reconcile

    We build pipelines and reports, then reconcile them against your current numbers before switching over.

  4. Hand over

    We document every definition and train staff so reports can be maintained and extended.

Outcomes we work toward

  • Reports produced in minutes rather than days
  • One agreed number for each key measure
  • Every figure traceable to its source
  • Staff time spent acting on data, not compiling it

Relevant technologies

We choose tools to fit your environment and your team’s ability to support them.

  • Python
  • SQL Server
  • PostgreSQL
  • TypeScript
  • React
  • AWS
  • Solution

    Data Management

    Organize, secure and govern the records your organization depends on.
  • Solution

    Systems Integration

    Connect the systems you already own so data is entered once and moves reliably between them.

Discuss reporting & analytics with an engineer.

Tell us about the system, the process or the problem. We will follow up to understand it and outline options.