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Yes AI - AI Solutions Australia
For CROs, Heads of ERM, and Risk Committees

Claude AI for Australian Chief Risk Officers and ERM Teams

ERM is a relentless writing job. Risk-register maintenance, RCSA cycles, board risk briefs, incident reports, control-effectiveness reviews, APRA returns (CPS 230, CPS 234, SPS), regulator correspondence. Claude does a large share of the drafting and synthesis while the CRO and risk committee retain every risk-rating, appetite, and escalation decision.

Yes AI helps Australian risk functions for APRA-regulated entities, listed companies, large NFPs, and pre-IPO scaleups. Most ERM teams see a major reduction in routine writing within 60 days.

Book a CRO Briefing (03) 9003 0111

Realistic ROI

a large share
Reduction in routine ERM writing
Registers, RCSA, board briefs, incident reports
a large share
Reduction in board risk brief drafting time
From 12 hours to 2 to 3 hours
$200 to $400 AUD
Per seat per month
Claude Enterprise (mandatory for APRA-regulated)
45 to 60 days
To full team adoption
CRO, risk leads, risk analysts, ops risk

Why Claude Specifically (Not Just Any AI)

Four properties of Claude make the difference between "tried it once" and "embedded into how the function works".

1M context: full risk register + control library in one prompt

Claude Opus 4.7 holds up to 1 million tokens. Load the full risk register, the control library, prior RCSAs, prior board risk briefs, APRA correspondence, sector incident data. Pattern-spotting across the full risk profile happens in a single Claude session.

Conservative posture: refuses to set risk appetite or rate residual risk without human sign-off

Risk-rating, appetite, and escalation decisions carry director-duty and regulator implications. Claude is more disciplined than ChatGPT about flagging "this is a draft rating, the CRO and risk committee retain the decision". For an ERM seat, that posture is the feature.

Excellent at structured risk writing in regulator-aligned tone

Risk register entries, RCSA narratives, board risk briefs, incident reports, APRA returns, control-effectiveness reviews. Claude is the strongest general model for the structured writing that ERM functions produce. CRO finalises; Claude does the substantial drafting.

Projects: risk register, control library, APRA framework pinned

Claude Projects holds the live risk register, the control library, the APRA framework (CPS 220, 230, 234, SPS), sector incident data, and house risk-writing voice. Every conversation starts inside the right risk context.

The ERM Cycle with Claude Embedded

Identify, assess, treat, report, learn. Claude has a clear role in each.

Updated register entries

Risk Register Maintenance

Drafts updated risk register entries from new incident data, control changes, and external signals. Risk owner verifies; CRO approves rating.

RCSA workshop pack + draft narrative

RCSA Cycle

Drafts the RCSA workshop pack (process map, control inventory, prior issues) and the draft narrative. Workshop participants verify; CRO finalises.

Board risk paper

Board Risk Brief

Drafts the board risk brief from the register, incident log, control-effectiveness data, and regulator updates. CRO personalises strategic framing.

Incident report + RCA + control gap

Incident Analysis

Drafts the incident report, root-cause analysis, and control-gap assessment. Risk owner and control owner verify; CRO escalates if material.

CPS 230, CPS 234, SPS narrative

APRA / Regulator Returns

Drafts the narrative sections of APRA returns (CPS 230 operational risk, CPS 234 information security, SPS for super funds). Risk lead verifies every figure and assertion.

Updated control descriptions

Control Library

Drafts updated control descriptions, control-effectiveness evidence summaries, and control-owner briefs. Control owner verifies.

Eight High-Leverage ERM Use Cases

TaskTraditionalWith ClaudeNotes
Board risk brief (10 to 20 pages)10 to 16 hours of CRO + risk lead time2 to 3 hoursClaude reads register, incident log, control-effectiveness data, regulator updates. Drafts in house voice. CRO personalises strategic framing.
Risk register update (monthly)12 to 20 hours of risk-team time3 to 5 hoursClaude drafts updated entries from new incident data, control changes, external signals. Risk owners verify.
RCSA workshop pack + narrative20 to 40 hours per business unit5 to 8 hoursClaude drafts the workshop pack and post-workshop narrative. Participants verify; CRO finalises.
Incident report + RCA6 to 12 hours per material incident90 min to 2 hoursClaude drafts the incident narrative, RCA, control-gap assessment. Risk and control owners verify.
CPS 230 annual report (operational risk)60 to 120 hours total15 to 25 hours totalClaude drafts the narrative sections from the operational-risk framework, incident log, control library. Risk lead verifies every figure.
CPS 234 information security review40 to 80 hours per cycle10 to 15 hoursClaude drafts the IS narrative, control-effectiveness assessment, gap analysis. CISO and risk lead verify.
Regulator correspondence (initial draft)4 to 8 hours per response60 to 90 minClaude drafts the initial response from the regulator query, the relevant framework, and the matter file. CRO and GC verify before release.
Risk-appetite framework refresh40 to 80 hours per year10 to 15 hoursClaude drafts the refreshed appetite statements from prior framework, board guidance, sector benchmarks. CRO and board finalise.

Six ERM Discipline Notes

CRO and risk committee retain every rating decision

Claude drafts risk ratings as starting positions. The CRO and the risk committee retain every final rating, appetite breach, and escalation decision. Pin the instruction in the Project explicitly.

APRA framework alignment is mandatory

For APRA-regulated entities, the framework (CPS 220, 230, 234, SPS) defines what acceptable ERM looks like. Claude drafts to the framework; the risk lead verifies framework alignment on every output. Build the verification step explicitly.

Incident reporting follows existing escalation chain

Claude drafts the initial incident assessment. Material-incident escalation (to the CRO, the board, the regulator) follows the existing chain. The drafting layer accelerates the process; it does not replace the decision-maker.

Control-effectiveness evidence is owned by control owners

Claude drafts the control-effectiveness summary from the evidence the control owner provides. The control owner remains accountable for the assertion. Pin in the Project: "Claude summarises evidence; the control owner asserts effectiveness."

Regulator correspondence reviewed by CRO + GC

Claude drafts the initial response. The CRO and GC verify before release. Regulator responses carry continuous-disclosure, enforcement, and reputation risk. The drafting time saving is real; the senior oversight is not delegated.

Audit-committee brief on AI in ERM

The audit committee and the risk committee should be briefed on the AI use in ERM. Document the verification chain, the access pattern, the incident log. We draft the committee paper as part of the engagement.

How Yes AI Helps ERM Functions

ERM Project setup

We load the live risk register, the control library, the APRA framework (where applicable), prior RCSAs, prior board risk briefs, incident log, and house voice into a restricted Enterprise Project. Access aligned with risk-team sensitivity. From day one every ERM conversation starts with the right context.

ERM prompt library

The 15 to 20 prompts the function runs: register update, RCSA pack, board risk brief, incident report, RCA, CPS 230/234 narrative, regulator response, appetite refresh. Saved in the Project library so every risk-team member starts from the same playbook.

ERM working session (full day)

Full-day session with the CRO, risk leads, risk analysts, and ops risk. We run real current ERM work through Claude. Outputs become 15 to 20 saved prompts. The team leaves productive on this month's cycle.

Quarterly review + committee brief

Quarterly (60 min) with the CRO. Refresh register, retire stale prompts, brief on new features. Annual paper for the audit and risk committees on the AI approach and incident log.

Our 5-Step ERM Rollout

Most ERM functions complete the setup in 45 to 60 days and see the productivity gain inside the first month.

Discovery with CRO + risk leads + GC

Half-day session. Map the ERM cycle, the APRA / regulator obligations, the current bottlenecks, the committee reporting line. Agree engagement scope.

Procure Claude Enterprise + set up ERM Project

Set up Enterprise with admin audit logs and data residency. Build the restricted ERM Project with register, control library, APRA framework, prior briefs pre-loaded.

ERM working session (full day)

Full-day session with the function. Run real current cycle work through Claude. Outputs become 15 to 20 saved prompts. Risk team leaves productive on this month's cycle.

Committee brief + incident log

Draft the audit and risk committee paper on the AI approach. Set up the AI-incident log so the CRO has a defensible record.

Quarterly review

60 min per quarter with the CRO. Refresh register, retire stale prompts, brief on new features. Annual committee update.

Related Reading

Claude for Compliance

The compliance-team workflow.

Claude for Board Reporting

How the risk brief feeds the board pack.

Claude for General Counsel

The GC office workflow.

FAQ

Is using Claude in ERM consistent with APRA expectations?

For APRA-regulated entities, APRA expects sound governance over any tool that influences risk reporting. Claude Enterprise meets the governance expectations: no-training-on-customer-data, admin audit logs, data residency, named-accountable-officer discipline. The framework alignment (CPS 220, 230, 234, SPS) is preserved because Claude drafts to the framework and the risk lead verifies alignment. We draft the APRA-alignment paper for the risk committee.

Does Claude set risk ratings or risk appetite?

No, and we pin the instruction explicitly. Claude drafts risk ratings as starting positions and drafts appetite statements as candidates. The CRO and the risk committee retain every final rating, appetite breach decision, and escalation decision. Risk-rating accountability is the seat of the CRO; the drafting layer accelerates the work without replacing the decision-maker.

How does this work with our GRC platform (Protecht, RSA Archer, ServiceNow GRC)?

GRC platforms are excellent for the structured record, workflow, and audit trail. Claude is the writing and synthesis layer that sits beside them. After the draft is finalised, the GRC platform stores the entry. We help you set the boundary so Claude does what Claude is best at (drafting and synthesis) and the GRC platform does what it is best at (record-keeping and workflow).

What about CPS 230 operational-risk reporting (mandatory from July 2025)?

CPS 230 is the major new operational-risk obligation for APRA-regulated entities. The narrative drafting (operational risk profile, critical operations, third-party risk, business continuity, scenario analysis) is exactly where Claude is strongest. Risk lead verifies every figure and framework alignment. Yes AI helps set this up for Australian APRA-regulated entities preparing for first-year CPS 230 compliance.

How do we handle incident reporting?

Claude drafts the initial incident assessment from the incident report, the relevant risk register entries, the control library, and the RCA framework. Material-incident escalation follows the existing chain (CRO, board risk committee, regulator notification where required). The drafting layer accelerates the assessment; it does not replace the decision-maker on escalation.

Realistic ROI for a large APRA-regulated entity?

Typical pattern in year 1: a major reduction in routine ERM writing, a major reduction in board risk brief drafting time, a major reduction in RCSA pack-preparation time. For a 12-person ERM function, that is 200 to 350 hours per week recovered (roughly 5 to 9 FTE). Enterprise cost: $40,000 to $60,000 per year. The harder-to-measure benefit is delivering risk reporting earlier so the risk committee has more decision time.

What if a Claude output influences a risk rating that turns out to be wrong?

Same as if a junior risk analyst draft influenced a rating that turns out to be wrong: the CRO and risk owner accountability remain. The discipline is the same: risk owner verifies the draft, CRO approves the rating, the AI-incident log captures any output verification issue. We log every AI-incident so the CRO has a defensible record for the audit committee, the risk committee, and APRA where relevant.

How does this work with our internal audit function?

Internal audit reviews the AI use in ERM as part of the periodic ERM audit. Claude is documented in the ERM playbook, the AI-incident log is auditable, the access pattern is in the admin logs. Internal audit can test the verification chain (did the CRO verify, did the risk owner verify, was the framework alignment checked). The audit confidence is preserved because the verification discipline is preserved.

Book a CRO Briefing

90-min working session for the CRO and senior risk leads. We walk through the ERM rollout playbook, address APRA and committee concerns, and propose a STANDARD or STRATEGIC engagement scope.

Book a CRO Briefing (03) 9003 0111

All discussions held in confidence. Australian-based consultants.