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Data

Data collection, processing, analysis, dashboards and databases that support practical business decisions.

A woman working on a laptop at her desk

DelacoTech turns disconnected operational data into information that teams can understand and use. Work can begin with spreadsheets and manual reports or with data already held across several applications and databases.

We define the question first, then establish the required sources, quality checks, transformations and reporting. The result can be a one-off analysis, a maintained data pipeline, a dashboard or a database-backed reporting system.

Data collection
Define the required fields, sources, ownership and controls for reliable data capture.
Data processing
Clean, validate, combine and transform data into consistent datasets for reporting or system use.
Analysis
Investigate performance, patterns and exceptions against clearly defined business questions.
Dashboards
Present useful measures and trends through role-appropriate reporting interfaces.
Databases
Design and improve data stores, queries, access controls, backups and integrations.

How the work runs

  1. 1

    Questions

    Agree the decisions the work must support and the measures required to make them.

  2. 2

    Sources

    Identify ownership, quality, gaps and access requirements across the available data.

  3. 3

    Processing

    Build documented validation, transformation and storage steps that can be repeated.

  4. 4

    Reporting

    Deliver analysis or dashboards with definitions, access and operating documentation.

Croft Group's farm platform, one morning

Sample data, modelled on the pipeline we built for Croft Group

  1. INFarm recordsInput

    412 entries from 4 houses: eggs, feed, deaths

    Waiting0.00 sec
  2. ETClean and loadETL job

    3 duplicates removed, 2 missing feed weights filled

    Waiting0.00 sec
  3. FCForecastModel

    House 3 expected today: 3,450 eggs

    Waiting0.00 sec
  4. ADAnomaly checkRule

    House 3 recorded 2,860, 17% under forecast

    Waiting0.00 sec

OUTHouse 3, eggs per day

2,8003,2003,600Day 1Day 7Day 14
Recorded Forecast, 4% range

Alert to farm manager · 07:04

House 3 laid 2,860 eggs, 17% under forecast.

Feed intake in the same house fell two days in a row. Check water lines and bird health before the next collection.

Croft Group case study

Related work

Questions

  • Can you work with spreadsheets?

    Yes. A project can begin with spreadsheets and progress to controlled imports, a database, automated processing or a dashboard where appropriate.

  • Do you build reporting dashboards?

    Yes. Dashboards are designed around defined measures, source data and the decisions each user needs to make.

  • Can you combine data from several systems?

    Yes. We can design integrations and processing pipelines that validate and combine data from agreed systems and files.

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What do you want to build?

Our project assistant asks a few questions and writes a brief. A person at DelacoTech replies with scope, price and dates.