atheryon / mortgages / practice-overview

Mortgages

Retail mortgage origination automation.

§01 / Thesis

Same AI-velocity, different vertical

The same AI-velocity that runs our CDM-native capital markets work also runs retail mortgage origination automation. Senior capital-markets architects directing AI agents that do the build, delivering in weeks what traditionally takes 6–18 months. The capability transfers; the vertical changes. Capital markets uses ISDA CDM as the canonical data model; mortgages uses LIXI (AU) and MISMO (US/intl) — different schemas, same architectural pattern: a typed data plane, an agent orchestration layer, and deterministic pipelines from ingest to operational output.

§02 / Scope

Where the capability applies

  • Origination

    Application intake, document classification, income/expense extraction, eligibility scoring, conditional-approval pipelines.

  • Servicing

    Lifecycle events, hardship workflows, arrears triage, variation processing, customer-facing decisioning.

  • Risk & reporting

    Portfolio analytics, regulatory reporting (APRA ARS 220, RBA CLF/SCV), stress testing, climate-risk overlay.

§03 / Status

BUILDING

Practice stub is live. Reference architecture, agent topology, and pricing in active development. First engagement window: 2026 H2.

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