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Prototypes & research

Working demonstrations, built on synthetic data

Each demonstration recreates the analytical idea behind a case study using generated data, so you can explore the approach without seeing any confidential system or record.

Illustrative demonstration using synthetic data. Not an original client system.

  1. Demo 1

    HR Reporting Process Transformation

    Before-and-after comparison of a reporting workflow, with stage-level timing and what changed at each step.

    Try this: Compare cycles 1–5 with 6–10, then step through the stages.

    Open the demonstration
  2. Demo 2

    Retail Revenue & Customer Concentration

    Customer-concentration dashboard with a cumulative-share curve, regional and segment breakdowns.

    Try this: Filter to one region and watch the top-5% share change.

    Open the demonstration
  3. Demo 3

    Multi-Store Cash-Up Reconciliation

    Store-level cash-up reconciliation across four months: status, exceptions, variance and data completeness.

    Try this: Search for a store, then filter to missing submissions.

    Open the demonstration
  4. Demo 4

    Consolidated Supplier Onboarding Report

    Consolidated supplier onboarding across eight finance systems: status and rejection reasons, missing fields, independent banking verification and a B-BBEE overview.

    Try this: Pick a finance system, then switch to the B-BBEE overview.

    Open the demonstration
  5. Demo 5

    Finance Helpdesk AI Automation

    Simulated ticket identification, classification and assignment, with the internal audit note, schema validation, retries and idempotency.

    Try this: Deliver the supplier statement ticket, read its audit note, then deliver it again.

    Open the demonstration
  6. Demo 6

    Manufacturing Loss Investigation

    An Excel-style loss dashboard: material-loss trends, Pareto by cause, downtime relationship and a fishbone that follows your filters.

    Try this: Select Line 3 and see which cause rises.

    Open the demonstration

How the demonstrations are built

Synthetic by design
Every dataset is generated in the browser from a fixed seed. No client export is embedded anywhere in the site.
Fictional names
Companies, stores, suppliers and people are invented. Business rules are independently designed for illustration.
Honest numbers
Where a demo shows a historical figure, it is labelled as such; everything else is illustrative.
Usable without a mouse
Filters are standard controls, charts respond to keyboard focus and each chart has a data table.

Research notes and longer-form thinking are published in Insights.