Digital Development

Tools I built for the programs I ran.

Each one started as a real bottleneck on a live program — estimation, staffing, organisational design. All client and project identifiers have been aliased.

Concept · Architecture · Build

Engineering Estimation Engine

Reads a FEEED scope package and produces a calibrated estimate package — basis-of-estimate, confidence band, full audit trail back to the source paragraph. Replaces the spreadsheet-and-judgement loop most operators still run.

HTML SPA · IndexedDB · Local LLM · Retrieval-augmented norms Two-day estimating cycle compressed to ninety seconds

Concept · Build · Operate

Resource Planning Dashboard

Models every staffing event as a discrete record and re-aggregates the workforce shape on demand. Turns the WhatsApp-truth that project controls quietly maintains into the official truth, without losing the audit trail.

HTML SPA · IndexedDB · Day.js Sub-second recompute on full workforce reconciliation

Concept · Build

Organisational Design System

A position-template library with archetype layers for different engagement modes. Generate a span-of-control-validated organisation chart in five minutes.

HTML SPA · IndexedDB · AK Keystone v4 Mobilisation-effort weeks compressed to minutes