We turn dormant data into measurable business outcomes through modern data infrastructure and production-grade AI systems.
Every engagement maps to where you actually are not where we'd like you to be.
For businesses whose data isn't ready for AI.
For businesses ready to monetise their data.
Not notebooks. Not prototypes. Working systems at AWS, fin-tech and health tech, and now available to your organisation.
Built a full Databricks platform from zero to production in under 9 months. ClickHouse migration with sub-second query performance. Petabyte-scale infrastructure at AWS processing 10+ PB daily across 100K+ streams.
Churn prediction, LTV modelling, recommendation engines, click pricing models all deployed to production. LLM Ops at AWS cutting 100+ manual processes by 10×. Fine-tuned Whisper for clinical transcription.
Designed and shipped multi-agent systems for document processing, workflow automation, and clinical transcription. NLP, embeddings pipelines, and search personalisation applied in retail and clinical contexts.
Marketing mix models, predictive customer behaviour systems, and audience targeting engines at WooliesX serving millions of Woolworths customers. Graph neural network + ALS recommendation engines across Web, App and Email.
Production clinical transcription system for Indonesian hospitals. Probability of default modelling (UNSW/Westpac-sponsored). Risk management at HSBC. Compliance-aware architecture across AU/NZ/Indonesia.
Built AI agents that write, test and deploy data pipelines significantly reducing manual engineering overhead. Repo-driven pipelines via Dagster with AI-accelerated development.
The people who sell the work build the work.
Every engagement begins with a scoped discovery audit or focused point solution. Low risk, fast results, real proof before a larger commitment.
We scope tightly and price fixed. No hourly billing, no surprises. You know exactly what you get and what it costs before we start.
Unlike strategy firms, we deliver working production systems. Our team architects and ships not just recommends.
Post-delivery managed retainers keep your systems sharp, models updated, and outcomes improving month on month.
A commercial operator who has sold to your exact buyers, paired with an engineer who has built at a scale most businesses aspire to.
A decade of enterprise technology sales at Dell EMC and UiPath across Australia and New Zealand, working with some of the region's largest organisations. Specialising in AI, automation and data.
Experienced technical leader with a track record of delivering at scale. Built AI systems processing 10+ petabytes daily. Delivered 10× productivity gains through LLM automation. The person who architects and ships production-grade AI.
No hourly billing, no surprises. Every engagement is scoped and priced before we start.
NZ pricing reflects a premium for specialist talent scarcity in the local market. AUD equivalent shown for reference. All prices ex GST/VAT.
| Size | Engagement | Scope | Timeline | AUD | NZD |
|---|---|---|---|---|---|
| XS | Discovery & Data Audit | Data maturity assessment. Understand current state, gaps, and opportunity sizing. Written report with specific dollar ROI estimate. | 1–2 wks | $5K–8K | $5.5K–9K |
| S | Point Solution | Single model or pipeline. One well-defined outcome churn model, data pipeline, LLM workflow, or analytics dashboard. | 3–5 wks | $15K–25K | $16K–27K |
| M | Full Implementation | End-to-end delivery of a defined AI or data capability. Includes data pipeline, model, deployment, and documentation. | 6–10 wks | $35K–60K | $38K–65K |
| L | Platform Build | Full data platform or AI system from scratch. Feature store, pipelines, model deployment, monitoring, and team enablement. | 10–16 wks | $80K–130K | $87K–142K |
| XL | Enterprise Transformation | Multi-workstream engagement. Data foundation + AI layer + product integration + team capability uplift. Executive reporting included. | 4–6 mos | $150K–250K | $163K–272K |
Keep your systems sharp models updated, pipelines monitored, outcomes improving month on month.
| Tier | What's included | AUD / month | NZD / month |
|---|---|---|---|
| Essentials | Drift monitoring · monthly report · minor pipeline fixes | $8K–12K | $9K–13K |
| Growth | Essentials + quarterly retraining · new features · ad-hoc analysis | $12K–18K | $13K–20K |
| Partnership | Growth + dedicated engineering hours · roadmap · executive reporting | $18K–28K | $20K–30K |
Every fixed-price engagement includes a 90-day delivery guarantee. If we miss the agreed delivery milestone, we continue at no additional cost. We do not invoice for work we have not delivered. Discovery audits include a written ROI estimate if the numbers don't stack up, we'll tell you.
We start with a 30-minute conversation. No pitch just an honest assessment of where you are and what's possible. If it's not the right fit, we'll tell you.
Sydney, NSW · Serving Clients Globally