Data science and operational analysis

Custom tools for complex business decisions

Growth Mindset helps businesses get more from the systems and data they already have, without committing to another enterprise platform or building a specialist analytics team internally.

In recent postharvest work, Growth Mindset built fruit forecasting and line setup software that helped packhouses make better use of their labour and automated equipment during packruns.

  • Forecasting
  • Optimisation
  • Capacity planning
  • Management reporting
  • Resource allocation

Working Knowledge

When planning needs more than reports

Data and reports provide an incomplete picture. The people who understand the work often make good decisions despite inadequate tools.

Mass-market software and analytics platforms can be useful, but they are not designed around the specific problems facing the team.

Important planning decisions often depend on novel assumptions and expertise. Growth Mindset brings that working knowledge into the way that teams use technology to make decisions.

What we build

Analytical and software pieces for decisions standard systems do not handle well

Forecasting models

Estimate demand, production mix, workload, quality outcomes, or capacity before every input is fixed.

Optimisation models

Compare workable options when labour, equipment, inventory, timing, cost, or business rules affect the answer.

Custom applications

Give teams a controlled place to set assumptions, save plans, and run the same method again.

Reporting and system outputs

Turn operating data and model results into reports, exports, or feeds for systems already in use.

Selected work

Recent postharvest projects

Growth Mindset's recent company work has focused on packhouse production, where teams need better information before the next run is locked in.

Apple packhouse production line used as an example of planning and operational decision support

New Zealand apple postharvest

Apple packhouse planning software for better next-run decisions

A planning application connected live production records, plans, priority instructions, fruit information, and equipment rules so teams could prepare the next packhouse run earlier.

View selected work
Operational forecasting and production planning used as an example of pre-packrun decision support

New Zealand kiwifruit postharvest

Kiwifruit forecasting and line planning across several packhouses

Forecasting and line planning software helped several kiwifruit packhouses estimate fruit size profiles, apply site rules, configure grader and equipment settings, and prepare production plans before grading.

View selected work

Why Growth Mindset

The business problem stays close to the build

Growth Mindset is led by Rob Sickorez. Clients work directly with the person clarifying the problem, designing the method, and building the result.

That matters when important detail sits between a business conversation, a spreadsheet, a model, and the finished tool.

Read about Rob Sickorez

Less handover loss

The business rules, assumptions, and model choices stay connected from the first conversation through to the finished output.

Built around the current setup

The work can sit beside existing reports, spreadsheets, data sources, and systems instead of replacing them.