Position brief intactly.ai Issued 17 Aug 2026 Status - draft for discussion

The rulebook is the product.

Why an Australian claims-intelligence platform beats the North American incumbents on their own ground - and why they cannot simply localise their way back.

§ 1 AFCA annual review ASIC 2026 priorities

Australia's claims problem is not fraud. It is proof.

The established platforms sell speed and fraud detection to North American carriers. Imported unchanged, that pitch lands in the middle of an Australian enforcement cycle pointed in precisely the opposite direction.

The pressure here is on delay, denial, and the inability to explain a decision. Australians lodged roughly 119,949 complaints with AFCA in 2025–26 - the third consecutive year above 100,000. The three most-complained-about issues were delay in claim handling, service quality, and claim rejection. Motor claim delays alone account for around one in four general insurance complaints referred to AFCA.

Meanwhile ASIC's 2026 enforcement priorities name insurance claims handling and complaints processes directly, and APRA's April 2026 letter to regulated entities identified third-party AI risk - models embedded in vendor platforms with opaque upstream dependencies - as the biggest gap it found.

An unexplainable score cannot be put to a claimant, cannot survive an AFCA determination, and from December cannot be disclosed cleanly under the Privacy Act. An inconsistency anchored to two source pages is evidence.

That is the whole thesis. The underlying capability - read the claim file, reconcile what the documents say, surface where they disagree - is the same capability they sell. What changes is the output contract: not a signal, but a reconciliation with both sides attached and a human making the call.

§ 2 Competitive structure

Four reasons the incumbent cannot follow quickly

  • Their own marketing is the objection. The category leaders lead with fraud detection at scale and fraud-surfaced-at-FNOL metrics. Presenting a fraud-scoring engine to an Australian board mid-enforcement-cycle is a risk conversation, not a value conversation.
  • No Australian regulatory object model. Their line-of-business list - SSDI, VA disability, CMS conditional payments, Medicaid - is US statutory scaffolding. Australia's equivalent surface is the Code clocks, RG 271, and seven separate state personal-injury schemes. That is a different domain model, not a translation.
  • Sovereignty is now a supervisory finding. A US-hosted vendor with opaque upstream model dependencies is exactly what APRA flagged. We win the procurement gate before the bake-off starts.
  • Their best proof points are least relevant here. Their flagship evidence is US group long-term disability economics. Australia's group disability market is a fraction of the US one, so their strongest proof is their least relevant proof.
§ 3 Product surface

Match them four-for-four, then add two they have no analogue for

The first four engines are parity plays - necessary, not differentiating. Clockwork and Ledger are the moat, and neither can be retrofitted onto a product built against another country's regulator.

Product surface - parity plays and the two that are not
Engine What it does Category parity Status in build
Casefile Document understanding, Australian corpus Table stakes Specified
Signal Cross-document integrity examination, anchored Table stakes Built · tested
Ask Cited claim Q&A - no anchor, no assertion Table stakes Specified
Enrich Australian external context, onshore sources Table stakes Specified
Clockwork Obligation engine - Code, RG 271, 8 jurisdictions — none — Built · tested
Ledger Decision provenance, APP 1 & CPS 230 artefacts — none — Specified
§ 4 Commencement dates

The calendar is the sales cycle

Four instruments change what an Australian claims function must be able to prove. Each one is a dated, unavoidable reason to have this conversation now rather than next year.

1 Jul 2025Commenced
APRA CPS 230 - operational risk management. Critical operations, tolerances, and contractual requirements for material service providers.
30 Apr 2026Issued
APRA letter on AI governance - board AI literacy expectations, and third-party AI risk named as the largest gap identified in its supervisory review.
21 Jul 2026Closed
Redrafted General Insurance Code of Practice - consultation closed. Proposes legally enforceable obligations and automatic acceptance of unresolved home and motor claims at 12 months.
10 Dec 2026Commences
Privacy Act, APP 1 - automated decision-making transparency. Privacy policies must describe the kinds of decisions made by automated processes, the personal information used, and broadly how the process works.
§ 5 Architectural limits Enforced in code

Six things the product cannot do

These are invariants in the data model and the test suite, not commitments in a policy document. A promise that survives a roadmap argument is the only kind worth putting in a contract - and each one answers a question an Australian board will ask unprompted.

01

Cannot decline a claim. Declines, reductions and recovery actions are recommender-only. There is no configuration flag that changes this.

02

Cannot assert without a source. A finding requires at least two anchors from two distinct documents. Unanchored extractions are discarded, not downgraded.

03

Cannot use a vulnerability disclosure against a claimant. Family violence, hardship and mental-health signals are firewalled from every integrity and recovery path. A breach raises a runtime error.

04

Cannot move data offshore. Claim content stays in Australian regions, including at inference time.

05

Cannot train on customer claims. Contractual, not best-effort.

06

Cannot bill for a denial. Priced on claims under management - never on savings share, recoveries or declines. A vendor whose revenue rises when claims are denied is indefensible at AFCA.

§ 6 Proof plan

Four numbers, one matched control, published methodology

Where the incumbents lead with round multiples and headline percentages, we publish nothing until a pilot produces it. A six-week engagement on one portfolio, measured against a matched control cohort on numbers agreed before the start:

  • Median days to decision
  • Projected Code and statutory breaches per 1,000 claims
  • Rework rate - decisions reopened or overturned at internal dispute resolution
  • AFCA referral rate on the treated cohort

Leading with a stated methodology against a competitor leading with round numbers is itself the positioning. In a market where the regulator is actively asking carriers to justify their claims outcomes, the vendor who shows their working is the safer signature.

Verification note. Regulatory references are drawn from public sources as at August 2026 and are indicative, not legal advice. The General Insurance Code of Practice is mid-redraft; proposed obligations - including automatic acceptance at 12 months - are modelled as forward exposure only and are never reported as current breaches. Every obligation rule in the shipped engine carries an explicit verification flag against its primary instrument, and unverified rules are surfaced as unverified in the interface rather than presented as authoritative. No performance statistics appear in this brief or in the product because no pilot has yet produced any. Characterisations of competing platforms are drawn from their own published marketing material.