White Paper · ADM Transparency · New — August 2026
Australia’s 2026 ADM Transparency Mandates
A practical guide to the federal APP 1.7–1.9 amendments, Western Australia’s separate IPP 10 regime, the evidence needed to maintain accurate automated-decision disclosures, and an additive architecture for governing decisions across complex enterprise systems.
25 August 2026 · Cetus AI · 18 pages
White Paper · Regulatory Compliance
ASIC Critical Gap: Shoring Up AI Governance
An analysis of the AI governance gaps identified by ASIC and how configured Songlines Control capabilities can support inventories, reviewable records and third-party model risk controls within the connected evidence scope.
June 2026 · Cetus AI
White Paper · Regulatory Compliance
APRA Gaps: Closing the AI Governance Deficit
APRA identified four critical gaps in how Australia's banks, insurers, and super funds are managing AI risk. This brief maps each gap to Songlines Control capabilities that can support an organisation's governance response within configured coverage and customer-approved operating responsibilities.
June 2026 · Cetus AI
White Paper · Regulatory Compliance
Shoring up AI Governance: Closing the Gaps in ASIC's REP 798
A current evidence-led response to the governance gaps identified in ASIC REP 798, including inventory, accountability, third-party risk, monitoring and review within customer-approved coverage.
September 2026 · Cetus AI · 5 pages · Version 2.0
White Paper · Government
Governing AI in Queensland Government: Closing the Gaps Identified by the QAO
The Queensland Audit Office found critical AI governance gaps across government entities. This white paper maps each QAO finding to Songlines Control capabilities that can support evidence, control and review within configured coverage.
May 2026 · Cetus AI · 5 pages
Public Capability Status · Release 2026.09.4
Reviewed Capability Status and Evidence Boundaries
Review the approved public position for five Cetus AI capability areas, including availability, deployment modes, dependencies, known boundaries, reviewer roles and evidence destinations. Public status is not a certification, performance claim, savings claim or statement of universal enablement.
31 August 2026 · Cetus AI · JSON-backed public matrix
Methodology · Value Realisation · New — August 2026
Value Control Recognition Methodology
The evidence gates, fully loaded cost treatment, attribution controls, finance-validation record, risk treatment and decision workflow used to distinguish a forecast from an accountable Scale, Optimise, Review or Retire record.
30 August 2026 · Cetus AI · 10 pages
White Paper · Value Realisation · New — August 2026
Why AI ROI Needs a Governance and Finance Control Layer
A practical method for moving AI initiatives from forecast value to observed outcomes, approved attribution, finance validation and risk-adjusted Scale, Optimise, Review or Retire decisions—without presenting estimates as realised ROI.
30 August 2026 · Cetus AI · 12 pages
White Paper · Governance Journey
Progressive AI Governance: A Practical Framework for Australian Enterprise
A practical guide to identifying the genuine AI governance delta across an established enterprise stack: interoperability, policy decisions, evidence correlation, deployment choices, and Australian regulatory readiness.
September 2026 · Cetus AI · 6 pages
Strategic Brief · AGI Governance
Governance Infrastructure: What Your Organisation Needs Before AGI Arrives
A practical framework for strengthening identity, policy, evidence, human oversight and operating responsibilities before AI capability and autonomy accelerate.
September 2026 · Cetus AI · 6 pages · Version 2.0
White Paper · AGI Governance
What Does Your Governance Infrastructure Need to Look Like Before AGI Arrives?
A strategic brief for Australian enterprise and government leaders on building AGI-ready AI governance infrastructure — before it is too late. Maps the five pillars of AGI-ready governance to Songlines Control® capabilities.
June 2026 · Cetus AI · 10 pages
White Paper · Shadow AI · Updated — September 2026
Shadow AI in the Enterprise: Governing the AI Tools Your Organisation Didn’t Approve
A practical framework for discovering, assessing and governing unsanctioned AI tools across approved enterprise evidence sources without presenting visibility as complete coverage.
September 2026 · Cetus AI · 6 pages · Version 2.0
White Paper · Shadow AI · Updated — September 2026
The Governance Gap No One Has Solved: Shadow AI on Personal Devices
An honest assessment of the governance boundary created by personal devices, with a layered approach to policy, awareness, data controls, declarations, evidence and response.
September 2026 · Cetus AI · 5 pages
White Paper · Higher Education · Updated — September 2026
AI Governance for Australian Universities: Building Institutional Evidence and Accountability
A current framework for strengthening institutional visibility, accountability and reviewable evidence across teaching, assessment, research and university operations.
September 2026 · Cetus AI · 6 pages
Program · Higher Education · Updated — September 2026
Founding University Partner Program
A controlled partnership framework for universities seeking to evaluate priority AI governance workflows, evidence requirements and deployment responsibilities with Cetus AI.
September 2026 · Cetus AI · 6 pages
White Paper · Board Governance · New — August 2026
AI Governance and the Australian Boardroom
Australian boards face mounting regulatory pressure to govern AI across their organisations. This white paper examines the legal obligations under the Privacy Act, APRA CPS 234, the proposed AI Act, and AASB S2 sustainability reporting. Covers director liability, fiduciary duties in the AI era, practical governance frameworks, and what boards should be asking management today.
August 2026 · Cetus AI · Mark Austin
Technical Alignment Paper · ITIL · Updated — September 2026
Operationalising ITIL AI Governance: How Cetus AI Supports What ITIL Defines
A technical alignment paper describing how Cetus AI components can support customer application of ITIL AI governance practices through visibility, policy, evidence and controlled improvement.
September 2026 · Cetus AI · 6 pages · Version 2.0
White Paper · AASB S2 · Updated — September 2026
AI Emissions and AASB S2: A Practical Guide for Australian Boards
A practical guide to AI-related emissions evidence, measurement boundaries, governance responsibilities and how Value Control can support customer review and reporting preparation within approved source coverage.
September 2026 · Cetus AI · 5 pages · Version 2.0
White Paper · AI Sustainability
The Dual Mandate: Aligning AI Governance with Corporate Sustainability Targets
How enterprise AI governance can connect cost and emissions analysis. Examines AI inference reporting considerations, AASB S2 obligations, and how model-routing and caching scenarios can support customer measurement and validation.
June 2026 · Cetus AI · 8 pages
White Paper · AI Economics
Token Yield: The Four Architectural Levers of AI Cost Efficiency
Enterprise AI token spend is scaling exponentially. The root cause is architectural — not a model problem. This white paper maps the four architectural levers of token efficiency to specific Songlines Control® capabilities.
June 2026 · Cetus AI · 8 pages
Architecture Brief · FinOps Integration · New — August 2026
Integrating Enterprise FinOps with Value Control
A provider-neutral architecture for customer-approved cost acquisition, versioned field mapping, exact workflow correlation, reconciliation, exception handling and finance review. CloudZero and Finout are documented as customer-configured source patterns, not current certified Cetus connectors.
30 August 2026 · Cetus AI · 8 pages
Architecture Brief · Technical
Cetus AI Platform Architecture Brief Release 2026.09.4
A current technical overview of the Cetus AI platform, including Teams, Control, Evidence Fabric, Value Control, policy evaluation, evidence outputs, trust boundaries, deployment patterns and customer responsibilities.
September 2026 · Cetus AI · 5 pages · Release 2026.09.4
Security · Technical
Songlines Shared Responsibility Model
A detailed breakdown of security responsibilities between Cetus AI and customer organisations across all deployment models — SaaS, Private Cloud, and On-Premise / Air-Gapped.
2026 · Cetus AI