Data Pipeline Automation
& Visualisation
Automated end-to-end data pipelines for impact organisations. From raw field data to the maps, dashboards, and reports your leadership, partners, and funders actually want to see.
The Problem
Your data tells a powerful story. But right now, it's trapped in spreadsheets.
Non-profits collect enormous amounts of field data — incident reports, surveys, programme records, HR data — but most of it sits in disconnected spreadsheets, KoboToolbox exports, and Google Drive folders.
The result: leadership makes decisions without evidence. Donors ask for impact reports and your team spends three days copy-pasting data. You know your programmes are working, but you can't prove it.
What We Build
From field form to finished report
Automated Ingestion & Cleaning
Field survey responses flow from forms and sheets into a warehouse — filtered, standardised against your taxonomy, and deduplicated without anyone touching a spreadsheet.
Validated Geocoding
Locations are matched against a gazetteer and sanity-checked. Anything uncertain lands in a review queue for a person, not silently on the wrong spot of the map.
Interactive Maps & Dashboards
A secure web dashboard with clustered maps, district drill-down, multi-select filters, and export — from a whole-country view down to a single locality.
Trends, Hotspots & What Changed
Month, quarter, and year comparisons, severity-weighted emerging hotspots, and a plain view of what moved between two periods — and why.
One-Click Branded Reports
The monthly deck is generated from live data as PowerPoint or PDF, in your branding, with narrative. What took an analyst days now takes a click.
Ask Your Data
An AI analyst on every dashboard. Ask in plain language; every figure it quotes is computed live from the data — never recalled or invented.
The Stack
Built on tools your team already uses
We build on Google Cloud's BigQuery because it integrates natively with the Google Workspace tools most NGOs already rely on, and serve dashboards from a secure site your staff sign in to with their work accounts. Production data is read-only to the pipeline by design — it can add, never destroy.
BigQuery
Cloud data warehouse
Python
Pipelines, cleaning & geocoding
KoboToolbox & Google Forms
Field data collection
Interactive web maps
Dashboards & drill-down
Claude
AI analyst & report narrative
PowerPoint & PDF
Generated reports
In Practice
Safer Haryana — Monthly Impact Reporting
We power the Safer Haryana programme's analytics cycle across 14 districts — ingesting field surveys, running automated data quality checks, and serving live dashboards and monthly reports for programme leadership and police partners. When incoming reports nearly tripled in two months, the pipeline absorbed it without anyone adding staff.
Get Started
Turn your data into impact
Tell us about your data sources and what decisions you need to make. We'll show you what's possible.