AGENTIC INITIALSTUDIO · SOFTWARE / AI / EDUCATIONPlan a project ↗
AGENTIC INITIAL STUDIO

Projects

From a technical challenge to a working system. Explore the architecture and decisions behind our work.

03 /Selected projects

Engineering, made tangible.

Explore planning, document automation and public-data analysis through working examples.

Applied AI / Project showcase

Steel loading.
Coordinated intelligence.

A system connecting data intake, constraint-aware optimisation, multi-agent evaluation, and human approval in one traceable workflow.

Python / ReactMulti-agent systemsOptimisation
Explore the project ↗Explore interactive case →
Coordinated workflow
01Data intake
02Plan & coordinate
03Validate
04Human review
Document automation / Project showcase

Invoice extraction.
Evidence attached.

A local Python application that turns PDF service lines into structured records, retains coordinate evidence and flags records for human review.

Python / StreamlitPDF / OCRTraceable extraction
Explore the project ↗Explore extraction dashboard →
INV–01 / Synthetic case
01PDF text & coordinates
02Fields & line items
03Checks & human review
04Structured export

24 documents · 132 extracted lines

Data engineering / Interactive research demo

Australia.
Migration signals.

Follow official SkillSelect snapshots into an interactive state map, monthly comparisons and source-linked reports.

SkillSelect / ABSMonthly snapshots since 2025Rule-based analysis
Explore migration dashboard ↗
From source to insight
01Official monthly aggregates
02Validation & suppression handling
03Map & trend comparison
04Downloadable report
Project guide

Different problems. Inspectable engineering.

01

Multi-agent planning

Compare strategy candidates, inspect physical constraints and understand the human approval boundary.

Explore →02

Document automation

Follow PDF text positions into structured line items, review flags and exportable records.

Explore →03

Review & handover

See how scope, acceptance checks and operating responsibilities shape a useful delivery.

Explore →

Give your project a clear starting point.

Explore the engagement process or prepare your project brief.

Our approach ↗Prepare a brief ↗

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