Connect the records
Pipelines and data models bring files, databases and operational systems into a usable record.
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SERVICES / Data Engineering & Automation
Stop moving the same data by hand.
Connect scattered records and automate the re-keying, checks and handoffs around them.
RECOGNISE THE PROBLEM
You may need this when...
- The same record is re-keyed in several systems.
- A spreadsheet works only because one person knows how to maintain it.
- Paper checks hold up an otherwise digital process.
- People spend more time preparing a report than acting on it.
WHAT THE WORK CAN INCLUDE
Automation around the actual workflow.
Automate the handoff
Document capture, validation and workflow rules replace repeated copying. Exceptions remain visible for review.
Keep the flow dependable
Checks, failure handling and monitoring make it possible to see where a record stopped and why.
BEFORE THE BUILD
Start with the Walk.
We follow one record from its source to the person who acts on it. We look for repeated entry, missing identifiers and approvals that happen outside the system.
See the FloData MethodFOR THE TECHNICAL EVALUATOR
Under the hood
- 01Files and operational systems
- 02Validated records
- 03Automated workflow
- 04A decision with current data
- Source contracts, repeatable loads and explicit validation rules.
- We agree exception handling and recovery before a scheduled job becomes a dependency.
Illustrative approach. We select the stack after the diagnostic.
RELEVANT WORK
View related workSee the approach in practice.
CASE/02
Where an election is decided, booth by booth
Electoral intelligence for a US campaign and an Indian party organisation. Estimates built from official results, mapped from the seat to the street.
Under the hoodHide the stack
Official results and electoral rolls from public sources · Booth reconciliation across elections · Segment-level turnout and preference model · Bottom-up aggregation with confidence levels · Web maps from region to household · Prediction service with Excel-ready exports · Web dashboard and mobile field app
CASE/04
One identity for every machine, across plants of every age
A simple asset-control layer gave mixed-generation plants one way to find, verify and service their machinery, without waiting on the ERP.
Under the hoodHide the stack
Asset app with QR generation and label printing · Mobile stocktake app · Parent and child asset structure · Google Sheets review workflow · ERP and fixed asset register integration
CASE/05
Golf course maps accurate enough to engrave
Course maps for a US map publisher, digitised feature by feature and ready for laser engraving, in less time and at lower cost per course.
Under the hoodHide the stack
ML georeferencing · ArcGIS and ArcPy · Python automation · OpenStreetMap and satellite imagery · Feature-level QA