View AI Demos & Portfolio Oil & Gas and Mining, Manufacturing, Public Sector and Logistics Data Tech Consulting Practical 80/20 ICT Leadership New Layer Drew Salem A.I. Consulting

about us

Rationalist Decision Making

Executive AI Enabled Technology & Data Leader

Strengthening complex, asset-intensive organisations where safety, compliance and commercial performance depend on reliable systems and disciplined governance

Prioritised Execution

With a focus on designing AI-enabled workflows and agent-based systems to improve operational efficiency, data quality, and risk management, I have over two decades of experience across LNG, upstream gas, national manufacturing, defence logistics and the public sector. I specialise in identifying the few structural issues that create disproportionate operational risk. My approach is disciplined and commercially grounded — prioritising high-impact interventions that restore clarity, strengthen governance, and enable confident decision-making.

Practical Approach

I operate at the intersection of business, engineering and risk. Across LNG, upstream gas, national manufacturing and defence logistics environments, I have led enterprise platform reform, A.I assisted data integration strategy and regulator-visible system transformation. My work focuses on identifying the structural weaknesses that create disproportionate operational risk — and addressing them with clarity, commercial discipline and measurable impact.
Cutting Through Noise

Why my approach is different

Strengthening Complex, Asset-Intensive Organisations

I work with executive teams to stabilise critical systems, reform data governance, and simplify technology environments where safety, compliance, and commercial performance are non-negotiable.

With over two decades of experience across LNG, upstream gas, national manufacturing, and defence logistics, I specialise in identifying the few structural issues that create disproportionate operational risk. My approach is disciplined and commercially grounded — prioritising high-impact interventions that restore clarity, strengthen governance, and enable confident decision-making.

AI Enabled Consultancy

AI Focused Solutions

Technology leader with a strong foundation in data integration and operational systems within complex Oil & Gas environments, focused on driving AI-enabled transformation initiatives that improve efficiency, data quality, and risk management.

Experienced in bridging business and technology to design and implement AI-enabled and agent-driven workflows, aligning emerging capabilities with enterprise priorities, governance requirements, and measurable business outcomes.

This portfolio demonstrates practical applications of AI in real-world operational contexts that I designed, with emphasis on solution design, workflow integration, and business value delivery, leveraging modern AI platforms and cloud ecosystems (e.g. Amazon Bedrock on Web Services, Microsoft Azure AI, Google Vertex AI).

Bringing enterprise governance to AI-assisted software development

Modern AI coding assistants can generate software remarkably quickly, but enterprise delivery requires far more than code. Requirements must be understood, designs reviewed, decisions documented and stakeholders kept informed.

I have built a web-based platform around Amazon Web Services’ emerging AI-Driven Development Lifecycle (AI-DLC) methodology that transforms AI-assisted software development into a structured, governed process suitable for enterprise environments.

The platform enables business analysts, project managers and business stakeholders to collaborate alongside AI by providing:

  • Guided requirements discovery
  • User story management
  • Human approval gates
  • Live project progress
  • AI governance and traceability
  • Automated Word documentation
  • Visibility into AI-generated design decisions

Rather than replacing software engineering processes, the platform demonstrates how AI can strengthen governance, improve collaboration and accelerate delivery while keeping humans in control.

Projects Across Multiple Industries

Origin Energy (APLNG)

Led business and technical streams across well lifecycle platform migration, integrity management reform and infrastructure strategy. Focused on regulator-visible systems underpinning production, safety and asset performance.
Origin Energy is one of Australia’s largest integrated energy companies, with operations spanning upstream gas production, LNG, power generation, wholesale energy markets, and retail electricity and gas supply.

Depth Logistics

Appointed CIO (Transformation Mandate). Led sovereign infrastructure migration and defence security uplift enabling progression to DISP Level 3 accreditation within a compressed timeframe.
Depth Logistics is an Australian heavy haulage and defence-aligned logistics provider specialising in the transport of oversized, complex and security-sensitive consignments. The company operates nationally, supporting government and defence supply chains that require strict compliance with security accreditation, data sovereignty standards and operational reliability.

Lite n' Easy

Reported directly to the CEO. Led redevelopment of revenue-critical national e-commerce and logistics platform supporting over 100,000 weekly transactions and multi-state manufacturing operations.
Lite n’ Easy is one of Australia’s leading healthy meal delivery companies, supplying nutritionally balanced, ready-made meals to customers nationwide. Operating across multiple manufacturing facilities and a distributed logistics network, the business manages large-scale food production, national distribution, and a substantial recurring customer base through its integrated e-commerce and delivery platforms.

Arrow Energy (Shell / PetroChina JV)

Designed and delivered an enterprise data integration strategy consolidating exploration, drilling, production and corporate systems into a governed Enterprise Data Hub under Shell PMO governance.
Arrow Energy is one of Australia’s leading coal seam gas producers focused on supplying gas to both domestic and international LNG markets. The company operates extensive upstream gas fields and associated infrastructure. Arrow is a joint venture between Shell and PetroChina.