Our Work

Revolutionising Water Efficiency Reporting.

We partnered with H2OiQ to deliver a tool that laid the foundation for a scalable, AI-integrated platform. It automates complex data workflows and generates reports on demand, which improved operational efficiency and opened the way to commercial growth.

H2OiQ

Client

Utilities

Sector

Web app

Product

2025

Year

H2OiQ Header

IDENTIFYING THE PROBLEM

From Manual to Automated.

H2OiQ helps organisations reduce water usage, improve energy efficiency, and cut utility costs. Their engineers carry out detailed site surveys and produce reports that outline savings opportunities in water consumption, temperature control, and carbon output.


Until recently, these reports were produced entirely by hand, often up to 60 individual reports per week, compiled from complex spreadsheets and disconnected data sources. H2OiQ also had no dedicated CRM, so client activity, site history, and operational output were stored informally or scattered across documents. That made it hard to track project progress, measure team performance, or revisit past work. The lack of a central system caused inefficiency, duplication, and missed insight.


To streamline operations and prepare for a future commercial offering, H2OiQ needed a platform that could automate reporting, structure their data, and give better visibility across client engagements. That meant importing data from existing systems, managing complex cascading calculations, and generating custom, professional PDF reports from one backend.


H2OiQ Web application on a laptop with a blue background
H2OiQ Web application a tap with water coming out of it
H2OiQ Web application component
H2OiQ Web application component 1
H2OiQ Web application New report snapshot button
H2OiQ Web application search icon
500Data Points
Reports +Much more
1 UnifiedSolution
CRAFTING THE SOLUTION

Designed for Precision, Automation, and Scale.

Working with H2OiQ’s engineers, we developed a custom platform that reflects the intricacy of their reporting system while cutting the manual labour needed to run it.


The platform connects with third-party data tools (such as Configr) to ingest field data, which is then processed through a system of interdependent calculations. These calculations used to live in unwieldy spreadsheets. They are now structured within the platform, which gives better data integrity, repeatability, and speed.


A key focus was automated PDF generation. We introduced customisable templates that adapt to the data of each report and support both branded output and tailored formatting. Behind the scenes, validation, preprocessing, and sequencing check that every report meets H2OiQ’s standards for accuracy and clarity, all triggered with a single click.


H2OiQ Web application main dashboardH2OiQ Web application client editing pageH2OiQ Web application report editingH2OiQ Web application report amendingH2OiQ form input

Technical Elements

Behind the Build.

The technical foundation of the H2OiQ platform was designed for a complex problem: parsing and processing detailed, interdependent data from multiple sources, then turning it into structured, accurate, and customisable outputs.


Key technical features of the PoC included:


  • Third-Party Integration (Configr):
    The system connects directly with H2OiQ’s existing third-party software platform (Configure) and imports raw data collected during on-site surveys. This live link means calculations and outputs use the most recent information, and nobody has to export and upload files by hand.

  • Intelligent Calculation Engine:
    One of the most demanding parts was replicating the logic of H2OiQ’s extensive spreadsheet system in a more stable, transparent framework. We created a flexible calculation engine that handles over 500 data points and supports multi-step, dependent operations that reflect real-world logic, not just static formulas.

  • Dynamic PDF Generation:
    The platform supports customisable PDF exports through a templating system designed for H2OiQ’s reporting needs. The PDF generator inserts data, formats outputs, and applies logic-based content display rules without human intervention after the initial setup.

  • Validation and Preprocessing Pipelines:
    To maintain accuracy and data integrity, we added validation layers and preprocessing steps before any data reaches the reporting engine. Figures are cleaned, formatted, and checked against expected ranges before they are calculated or displayed.

  • Modular Architecture for Scalability:
    The system is built on a modular backend that is designed to support future features, including white-labelling, real-time dashboards, and API integrations. Each core component (data ingestion, processing, and reporting) is separate, which makes maintenance and expansion easier.

  • User-Defined Calculation Control:
    Engineers using the platform can adjust how specific data is processed through an interface that lets them apply rules and conditions to the reporting logic, with no code-level changes.

This structured approach gives H2OiQ a solution that is more efficient and more accurate, and one that can grow into a full SaaS product in the next phase of development.


Key features for

H2OiQ.

  • Integration with third-party platforms (e.g. Configure)
  • Dynamic report generation from over 500 data points
  • Customisable PDF outputs with branded formatting
  • User-controlled calculation logic
  • Centralised data validation and preprocessing
  • Scalable architecture ready for future expansion
  • White-labelling potential for use by external companies
  • Roadmap to unify current internal systems in one platform
A picture of the arch office with developers working

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