An IT professional of 40 years experience, I have worked in Mining, Banking, Manufacturing, Sales, Government and the Oil and Gas industry where I have encountered most data practices and tools. I am a dedicated data professional who aims to assit organisations achieve data Governance, Integrity and true usability in support of the world's move towards exposing corporate data to the modern AI engines. To this end, I and my business partners have spent 8 years designing, patenting and building a unique Data Warehousing methodology, tool and Large Language Model query capability to enable this. As the inventor of the CryspIQ methodology, I believe our uniqueness and stringent data management practice provides an easily adoptable and usable data platform solution for all your IT/OT requirements at a fraction of the Total Cost of Ownership whilst providing the necessary cyber protection for any data leakage or intrusion. Our ability to co-exist with existing technologies is both proven and preferred since as a data platform we do not aim to service the visualisation or operational systems but do have some additional benefits that support toolset change-out in any organisation.