SANDY — Underwriter Assistant

Reasons over the full case context—submissions, enrichment, and guidelines—to support underwriting judgment in real time.

The problem SANDY solves

Underwriting decisions increasingly require reasoning across fragmented and conditional information.

Fragmented decision context

No single place contains all information required to assess a risk.

Manual synthesis burden

Underwriters must assemble, reconcile, and interpret inputs before judgment begins.

Inconsistent reasoning

As complexity increases, decision consistency declines—even among experienced teams.

Decision quality degrades as cognitive load and context fragmentation increase

Sources: McKinsey decision-making research; Harvard Business Review

Knowledge workers lose effectiveness when forced to reason across multiple systems

Sources: McKinsey Global Institute

What changes in
day-to-day underwriting

SANDY stabilizes intake before underwriting decisions are made.

Context is assembled automatically

Relevant facts from the case file are brought together at the moment of inquiry.

Reasoning becomes easier

Underwriters engage with synthesized context instead of raw inputs.

Judgment remains human

SANDY supports thinking—it does not make or execute decisions.

What SANDY is designed
to measure

SANDY applies large‑language‑model reasoning within the boundaries of a specific case file.

Where SANDY fits​

SANDY operates alongside the underwriter—within the decision boundaries governed by ARGEN and informed by Mark and SIA.

Reasoning across submissions, enrichment data, and guidelines simultaneously​

Contextual answers tailored to the current case​

On‑demand synthesis of complex or conditional information​

Clarification of underwriting guidance in context​

Underwriting is a reasoning task, not a retrieval problem. SANDY brings context together—so judgment stays deliberate.

Support complex decisions without diluting accountability.

Evaluate SANDY in your
underwriting workflow

See how SANDY fits into your existing submission and underwriting process.
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