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Financial services use case · Salesforce + OpenAI + ServiceNow + Snowflake

Underwriting referral pack

Referred submissions arrive with documents and exposure extracts that an underwriter must connect to the applicable authority and acceptance guidelines. Underwriters receive one source-linked referral pack showing the submission, exposure context and guideline conditions that require their decision.

Systems involved

What each system contributes

Salesforce

73 actions

  • Opportunities10
  • Accounts10
  • Cases12

Trigger source: Salesforce (SOQL polling)

OpenAI

25 actions

  • Chat Completions8
  • Files4
ServiceNow

55 actions

  • Tickets10

Trigger source: ServiceNow

Snowflake

35 actions

  • Tables6
  • Views6
  • Warehouse3

External exposure or market data is included through the institution's authorized provider interfaces with source and version references. No pre-built insurance or market-data connector is implied. Core banking, lending, policy administration, claims, identity verification, KYC and sanctions screening have no pre-built Nexus connector. They are reached through the institution's approved APIs, database access or vendor interfaces, or as Rules + Code, inside the same workflow and with the same approvals and audit.

Architecture

One governed run

Trigger: referral ruleIntegration: Salesforce + SnowflakeInterface: underwriting guidelinesAI step: model of your choiceRules + CodeHuman ApprovalAudit

How it starts: An insurance submission is referred under the insurer's rule-based acceptance or underwriting-authority policy.

Step by step

How the process runs

  1. 01

    Establish the referral

    Read the Salesforce submission context and create or link the ServiceNow referral case with its source and referral-rule references.

  2. 02

    Assemble exposure and guidelines

    Retrieve the permitted Snowflake exposure dataset and the applicable guideline and policy context through the authorized insurance-system interfaces.

  3. 03

    Prepare the model brief

    The selected model summarizes the submission and identifies the guideline conditions relevant to referral, placing the corresponding source text beside each observation.

  4. 04

    Validate the referral context

    Rules check established threshold calculations, exposure units, source versions and the underwriter authority required for the case.

  5. 05

    Capture the underwriting decision

    The named underwriter records the reviewed terms, request for information, escalation or acceptance decision before any separate interface action updates the authoritative underwriting system.

Control

Human decision and exception path

Human decision

The named underwriter decides the terms and outcome within their authority, with escalation where the case requires a different approver. Changes to premium, coverage or binding status are applied only through the separately authorized system action.

Exception path

  • Missing exposure inputs or an unidentified guideline version holds the pack for completion.
  • A model observation without a supporting passage returns to review alongside the original submission.
  • Revised submission or exposure values require the affected referral checks and approvals to be refreshed.

Evidence

What gets audited

  • Submission version, exposure snapshot and referral trigger.
  • Guideline passages, model summary and calculation checks.
  • Underwriter decision, authority and approved terms.
  • Authoritative system update and linked referral responses.

Nexus runs on premises, in private or sovereign cloud, or air-gapped. Credentials stay in the vault, roles decide who can approve, and the execution record stays inside your deployment boundary.

Sovereignty and deployment

Related

Patterns, connectors and next steps

FAQ

Questions about this use case

Does Nexus replace any of these systems?
No. Each system keeps its own records. Nexus runs the process between them and records each decision.
How does the run start?
An insurance submission is referred under the insurer's rule-based acceptance or underwriting-authority policy.
What if a step is not covered by a pre-built action?
External exposure or market data is included through the institution's authorized provider interfaces with source and version references. No pre-built insurance or market-data connector is implied. Core banking, lending, policy administration, claims, identity verification, KYC and sanctions screening have no pre-built Nexus connector. They are reached through the institution's approved APIs, database access or vendor interfaces, or as Rules + Code, inside the same workflow and with the same approvals and audit.
Does the model choose whether a risk is acceptable?
No; it prepares the comparison with guideline wording, while referral rules establish the review path and the named underwriter decides.

Use case review

Discuss this use case

Bring your version of the process. We will map the systems, approvals and evidence it needs.