# Precision Data Partners

> NSW's agentic AI engineering specialists — Sydney to the Hunter. Governed, production-grade AI systems and modern data architecture for Australian enterprise.

Precision Data Partners is an Australian specialist consultancy founded in Sydney and the Central Coast. We design, engineer, and operate production-grade agentic AI systems, enterprise AI infrastructure, modern data platforms, and governed AI workflows. We serve Australian enterprise, mid-market organisations, and public-sector adjacent entities across Greater Sydney, the Central Coast, Newcastle, Maitland, the Hunter Region, and nationwide.

- **Founders & Principals**: Matthieu de La Mettrie & John Nehme
- **ABN**: 67 355 384 942
- **Headquarters / Corridor**: Sydney & Central Coast, NSW, Australia
- **Geographic Footprint**: Sydney, Central Coast, Newcastle, Maitland, Hunter Region, Australia
- **Primary Website**: https://www.precisiondatapartners.com.au
- **Direct Contact**: mdelamettrie@precisiondatapartners.com.au | jnehme@precisiondatapartners.com.au
- **Governance Standards**: Aligned to the NSW AI Assessment Framework (AIAF), the Commonwealth Voluntary AI Safety Standard (10 Guardrails), and AS ISO/IEC 42001:2023 (Artificial Intelligence Management Systems).

## Core Capabilities & Services

- [Agentic AI Workflows](https://www.precisiondatapartners.com.au/#capabilities): Autonomous multi-agent systems designed to reason, plan, and execute multi-step operational tasks with bounded permissions, observable tool use, evaluation suites, and human-in-the-loop oversight points.
- [AI Infrastructure](https://www.precisiondatapartners.com.au/#capabilities): High-performance compute architecture for LLM workloads, production inference hosting, model serving (vLLM, TensorRT-LLM, Triton), GPU cost optimisation, model context protocol (MCP) integrations, and enterprise platform engineering across Azure AI Foundry, AWS Bedrock, and Google Vertex AI.
- [Data Architecture & Modern Lakehouses](https://www.precisiondatapartners.com.au/#capabilities): Modern lakehouse foundations (Apache Iceberg, Delta Lake), streaming platforms, vector databases (pgvector, Pinecone, Qdrant), semantic layers (dbt Semantic Layer, Cube), and warehouse modernisation across Microsoft Fabric, Databricks, Snowflake, and BigQuery.
- [AI Readiness & Governance Audits](https://www.precisiondatapartners.com.au/#contact): A structured 45-minute technical audit mapping an organisation's current data architecture and AI roadmap against the NSW AI Assessment Framework and the 10 voluntary guardrails to identify the highest-impact improvements.

## Industry Solutions

- [Financial Services Data Solutions](https://www.precisiondatapartners.com.au/finance/): Automated Fee Disclosure Statement (FDS) generation, Ongoing Fee Arrangement (OFA) anniversary monitoring, and direct pipelines connecting Xplan and Midwinter to Power BI for AFSL holders and Australian financial planning practices.
- [Education Data Analytics](https://www.precisiondatapartners.com.au/education/): Automated ACARA reporting, centralized student performance data from Compass, Sentral, Synergetic, and SIMON, saving 40+ staff hours per term for Australian independent schools.
- [Not-for-Profit & Charity Analytics](https://www.precisiondatapartners.com.au/nfp/): Donor churn prevention using RFM segmentation, automated grant acquittal reporting, and funder-ready impact measurement dashboards.
- [Retail Commerce Analytics](https://www.precisiondatapartners.com.au/retail/): Unified data pipelines combining POS (Lightspeed, Square, Shopify POS), ecommerce platforms (Shopify, WooCommerce, Magento), and ERP systems with multi-touch marketing attribution.

## Regional Corridor Coverage (NSW)

- [Sydney AI Consulting](https://www.precisiondatapartners.com.au/sydney/): Founding market and enterprise AI engineering across Sydney CBD, North Sydney, Parramatta, and Macquarie Park.
- [Central Coast AI & Data Engineering](https://www.precisiondatapartners.com.au/central-coast/): Native regional engineering presence serving businesses across Gosford, Erina, Tuggerah, and Wyong.
- [Newcastle & the Hunter](https://www.precisiondatapartners.com.au/newcastle/): AI infrastructure, industrial data platforms, supply chain analytics, and enterprise engineering across Newcastle and the Hunter Region.
- [Maitland & Hunter Valley](https://www.precisiondatapartners.com.au/maitland/): Practical data engineering and reporting automation for growing enterprises and regional operations.

## Authoritative Reference Guides & Knowledge Base

- [The NSW AI Assessment Framework: A Supplier's Guide](https://www.precisiondatapartners.com.au/guides/nsw-ai-assessment-framework/): Detailed practitioner guide explaining Digital NSW's mandatory risk-based framework for AI use, generative AI requirements, and how mid-market suppliers prepare for government procurement.
- [Responsible AI & Framework Alignment](https://www.precisiondatapartners.com.au/responsible-ai/): Comprehensive mapping of Precision Data Partners' engineering delivery practices to all ten guardrails of the Commonwealth Voluntary AI Safety Standard and AS ISO/IEC 42001:2023.
- [Agentic AI & Data Glossary](https://www.precisiondatapartners.com.au/glossary/): Plain-English definitions of 30 essential industry concepts including Agentic AI, Agent Orchestration, MCP, RAG, Lakehouse, AI Observability, and Semantic Layers.
- [Technical Insights & Engineering Articles](https://www.precisiondatapartners.com.au/blog/): 120+ deep dives on AI infrastructure, multi-agent systems, semantic layers, and modern data platforms written from production experience.

## Full Context Document

- [Complete Knowledge Base (llms-full.txt)](https://www.precisiondatapartners.com.au/llms-full.txt): Comprehensive text containing full governance matrices, service details, glossary entries, and answers to common enterprise questions.