Governance, architecture, cloud and automation for regulated enterprises, from a Sydney practice that has written the policy and shipped the system.
Most AI programmes stall because they start from the technology rather than from a decision someone is accountable for. We start at your P&L and your risk register, and we are equally willing to tell you which ideas to drop.
Target-state architecture, integration boundaries and data flows, with the decisions and their trade-offs written down, so the team who inherits the platform inherits the reasoning rather than a diagram.
Automation earns its place when it removes a real handoff and leaves an audit trail behind it. We look for the processes where that is true, and we are direct about the ones where it is not.
AWS and Azure landing zones, identity and network boundaries, cost controls, and the security posture your assessors will ask about before they ask about the model.
Australia's Voluntary AI Safety Standard, ISO/IEC 42001 and the NIST AI Risk Management Framework, translated into controls, approval gates and evidence your board can actually sign.
Most firms are either strategists who cannot build, or engineers who cannot govern. Alok K. has spent 20+ years in AI product and engineering leadership in Sydney, Australia, and holds the certification the governance work is actually assessed against. The same practice builds and runs the platforms underneath it.
We establish what AI you actually run, including what arrived inside vendor products, and what obligations attach to it.
Findings are ranked by exposure and by what it costs to fix, so the first thing you do is the thing that matters most.
Controls, gates, policies and architecture are designed to fit how your organisation already makes decisions, not a reference model.
You keep the artefacts, the reasoning and a team that can run it. We are not trying to become a permanent dependency.
Tell us what you are building and what you are accountable for. If we are not the right people for it, we will say so and point you at who is.