Identifying successful incentives to optimise staff retention
Data Visualisation + Reporting SolutionsHelping a multinational firm predict the likelihood of staff leaving and determine what may encourage them to stay.
Experiencing increasing demand for services in a tightening labour market, a multinational firm asked Harmonic Analytics to develop a quantifiably robust method to predict the …
Casting a light on Aotearoa’s darkest assets
Custom Analytics + Software Solutions Data Quality Data Visualisation + Reporting SolutionsImproving the transparency of Three Waters asset data quality across New Zealand.
Data is essential for assessing the condition of Three Waters (wastewater, drinking water and stormwater) pipe networks, planning renewals and scheduling maintenance. Traditionally, pipe asset …
Automated data gathering and visualisation enhances productivity
Custom Analytics + Software Solutions Data Quality Data Visualisation + Reporting SolutionsHelping Trustpower improve visibility of ISP capacity and performance through automated data collection and interactive data visualisations.
Key ISP KQI and KPI data was manually collated from multiple data sources daily into a spreadsheet. From the spreadsheet, reports were generated with simplistic …
Statistical modelling to inform strategies for managing aging pipe networks
Advanced Analytics Custom Analytics + Software Solutions Data Visualisation + Reporting SolutionsHelping water utilities understand the factors that contribute to deterioration of asbestos cement pipes and make informed decisions around proactive maintenance and replacement.
It is estimated that there are approximately 40,000 km of Asbestos Cement (AC) pipes still in service across water supply networks in Australia. Many of …
Complaints dashboard puts the customer first
Data Visualisation + Reporting SolutionsCreating an interactive, elegant dashboard can be a daunting task, especially when it is publicly available. Harmonic has applied their skills and expertise to help the Banking Ombudsman Scheme achieve their vision of a dashboard that would step up transparency about banking customer complaints.
A core aspect of BOS’s work is understanding customers’ complaints about their banks. BOS wanted to take a closer look at complaints across specific banks …
Floods of alarming insights
Advanced Analytics Custom Analytics + Software Solutions Data Visualisation + Reporting SolutionsA major Energy Networks company in Australia was concerned about the rapidly growing number of alarms on their distribution network.
Within the control room, controllers were swarmed with alarms every second, needlessly elevating stress and lowering morale. While the notification and monitoring of alarms is …
Enduring relationship helps deliver water services to 1.5 million people daily
Advanced Analytics Data Quality Data Science Team Development Data Visualisation + Reporting SolutionsHarmonic builds enduring relationships with our clients to provide ongoing value and expertise. Our lengthy professional relationship with Watercare has allowed us to contribute to several aspects of their business, including; performing data quality assessments and exploratory data analyses, creating custom algorithms and analytical measures; developing and productionising forecasting projects, and; building their in-house data science team.
Watercare supplies around 365 million litres of water to Auckland every day. Water is drawn from 23 sources, treated and supplied to homes and businesses …
Data Visualisation puts New Zealanders well-being front and centre
Data Visualisation + Reporting SolutionsHarmonic worked with The Treasury to present quantifiable measures of well-being.
As part of the LSF, The Treasury sought to visualise and compare several indicators of well-being, and present well-being measures across three indicators; ‘Our country’, …
Understanding New Zealand’s native plant capacity will get us to one billion trees
Custom Analytics + Software Solutions Data Visualisation + Reporting SolutionsWhen the New Zealand government announced that one billion trees would be planted by 2028, the nursery sector did not have an accurate measure of how many trees could be produced to meet this need each year.
Meeting the New Zealand government's one billion trees goal by 2028 requires putting trees in the ground; roughly two hundred and seventy thousand trees every …
Forecasting Apprenticeship Numbers with Confidence
Advanced Analytics Custom Analytics + Software Solutions Data Visualisation + Reporting SolutionsApprentice numbers vary year to year and are often strongly influenced by economic factors, the construction industry job market and the demand for housing in New Zealand. An accurate projection is required to minimise the financial impact from over or under forecasting apprentice numbers and advanced analytical modelling is the key to gaining confidence when forecasting these numbers.
BCITO wanted to gain confidence in forecasting demand for apprentices over the long term so as to proactively position itself to meet the demand for …