AI & data consultancy

Ship AI and data systems
that survive production.

We work with mid-market teams across Australia and New Zealand — often in regulated industries — to put LLM features into production without breaking governance, build data platforms that don’t rot after handover, and develop bespoke ML when the off-the-shelf option doesn’t fit. Production-grade systems, not demos.

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Services

We focus on high-impact areas where technology creates exponential value.

AI Automation

AI Automation

Deploy intelligent, autonomous agents that operate 24/7 to streamline complex workflows and drastically reduce operational overhead.

Agentic AIProcess Automation

Data Engineering

Data Engineering

Transform your data into a strategic asset. We architect scalable, secure data meshes that turn raw information into reliable intelligence.

Data MeshGovernance

Custom Projects

Custom Projects

When off-the-shelf tools fall short, we engineer bespoke AI platforms tailored specifically to your unique business logic and edge cases.

Full-Stack AIEnterprise Dev

The kind of work we take on

Patterns we're equipped to deliver, with the tradeoffs we'd flag upfront. Illustrative engagements, not anonymised client stories.

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Machine Learning

Real-time fraud detection for transaction systems

Bringing anomaly-detection models into a high-volume payment flow without breaking latency budgets or analyst trust.

Sub-50ms p99 on the auth path

SKU-level demand forecasting at store granularity

Standing up a forecasting platform that gives category planners a defensible weekly view rather than a black-box number.

Forecast cadence

Weekly retraining with a planner review loop

LLM-assisted intake summarisation for clinical teams

A clinician-in-the-loop assistant that drafts intake summaries from nurse-patient conversations, with strict scope boundaries.

Documentation flow

Structured drafts in seconds, always edited by a clinician

Clause extraction and contract review acceleration

A clause-level extraction layer that turns multi-day first-pass reviews into a structured workflow lawyers can audit.

First-pass review

From days of clause hunting to hours of clause assessment per matter

Latest Insights

Notes from the field, not industry hot takes.

18 Feb 2026Engineering

When pgvector is enough (and when it isn't)

A working engineer's case for Postgres + pgvector as the default vector store, plus the honest signals that mean you've outgrown it.

22 Jan 2026Governance

A pragmatic AI governance baseline for ANZ teams

What a small or mid-market AU/NZ organisation actually needs in place before shipping an LLM feature, without the box-ticking energy.

9 Dec 2025Practice

Your first agentic workflow should be boring

Most teams' first agent project fails because they pick something demo-friendly. The case for narrow, dull problems with measurable success.

4 Nov 2025Architecture

Data mesh isn't a tool, it's an org chart

Most data mesh projects fail because the org doesn't actually want domain ownership. An honest read on the four principles and a smaller alternative.

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Ready to Transform Your Business?

Schedule a consultation with our experts to discuss how agentic AI and modern data architectures can solve your most complex challenges.

Expert Analysis

Deep dive into your current technical stack.

Tailored Strategy

Custom roadmap for AI implementation.