About
Decades of experience. Practical outcomes.
Data Core AI was founded by Peter Hreszczuk, who has spent a career helping organisations address complex data challenges and build capability that outlasts the engagement.
Founder
Peter Hreszczuk
Founder, Data Core AI
Fix the core, and everything built on it pays back
Peter has spent his career on the data problems that sit underneath reporting and analytics — in government agencies, energy networks, superannuation funds and national operators. His work spans data strategy, architecture, governance and quality, and the delivery programmes that put them in place.
Data Core AI grew out of a pattern he kept seeing: organisations investing in more dashboards and, now, AI, while the data underneath them goes untrusted. The investment rarely fails because of the tools. It fails because nobody fixed the core.
Engagements pair that senior experience with specialists brought in where the work needs them — business analysts, data engineers, modellers and testers — so the recommendations come with the capability to carry them out.
Expertise
What we bring
Enterprise delivery experience across the full width of the data discipline — not a single specialism sold to every client.
- Data strategy and investment roadmaps
- Data architecture and platform design
- Data governance and operating models
- Data quality management
- Data warehousing and modern data platforms
- Business intelligence and reporting
- Master data management
- AI readiness and data foundations
- Enterprise transformation programmes
Why us
Why organisations work with us
Unlike traditional consulting firms, the focus is not on producing recommendations but on leaving behind something that keeps working.
Strategy and delivery, not just advice
Recommendations are easy to write and hard to implement. We stay involved through delivery, which also keeps the advice grounded in what can actually be built.
Independent of any vendor
We are not reselling a platform, so we have no reason to recommend one. Sometimes the honest answer is that new software is unlikely to be the answer.
Executive and operational fluency
The same engagement usually needs a business case a board will approve and a data model an engineer can build. We work at both ends.
Proven in complex environments
Government agencies, utilities, superannuation funds and national operators — environments where data is regulated, fragmented and long-lived.
Clients
Organisations we have delivered for
Peter Hreszczuk has helped organisations across enterprise and government achieve greater value from their data, including:
Government & defence
- Australian Department of Defence
- Australian Geospatial-Intelligence Organisation
- NSW Government
- NSW Police Force
- Victorian Department of Education and Training
Energy & utilities
- ActewAGL
- CitiPower
- Energex
- Ergon Energy
- Powercor Australia
- United Energy
Transport & logistics
- Pacific National
- Roads & Maritime Services
- Transport for NSW
Superannuation
- Australian Catholic Superannuation
- QSuper
- UniSuper
Industry, property & consumer
- Australian Pork
- Goodman
- Racing Victoria
- Rip Curl
- SunRice
- Tomago Aluminium
23
organisations across 5 sectors, in enterprise and government.
Start with the foundations
Before investing further in reporting, analytics or AI, find out whether your data can carry it. The first conversation is free.
Or email info@datacoreai.com.au · call +61 417 262 222