SwarmForge

01Insurance · operational tension

A portfolio signal is not advice by itself.

An agent can propose a customer action from portfolio context, while the accountable reviewer keeps the decision boundary.

  • This is a candidate use case, not a separate product.
  • Keep the portfolio record and advice responsibility with the team.
Generated editorial illustration for “A portfolio signal is not advice by itself.”: An agent can propose a customer action from portfolio context, while the accountable reviewer keeps the decision boundary. It is not product proof.

02Inputs and context

Keep the portfolio context in the chain.

Requester identity, customer context, data and models establish the inputs; available capabilities remain explicit before a proposal.

  • Map policies, interactions, claims and relevant dates.
  • Preserve the existing portfolio source and review workflow.
Generated editorial illustration for “Keep the portfolio context in the chain.”: Requester identity, customer context, data and models establish the inputs; available capabilities remain explicit before a proposal. It is not product proof.

03Agent proposal

A recommendation meets policy before outreach.

The agent proposes an action; policy evaluates its capability and context before an external customer effect is considered.

  • Keep the proposed message distinct from a human decision.
  • Attach policy version, requester identity and source context.
Generated editorial illustration for “A recommendation meets policy before outreach.”: The agent proposes an action; policy evaluates its capability and context before an external customer effect is considered. It is not product proof.

04Human decision and authority

The reviewer decides what may be sent.

Approval, denial and an active halt are explicit states; the customer-facing action does not inherit authority from a proposal alone.

  • Name the accountable reviewer and approval regime.
  • Exercise pending, denied and halt paths before any effect.
Generated editorial illustration for “The reviewer decides what may be sent.”: Approval, denial and an active halt are explicit states; the customer-facing action does not inherit authority from a proposal alone. It is not product proof.

05Execution, observed effect and evidence

A sent message is an observed effect, not a decision.

Execution, the observed customer effect and evidence remain linked to identity, context, capabilities, policy and approval.

  • Correlate the recommendation, review and observed outcome.
  • The record makes detectable alteration visible; no certification is implied.
  • Review what the evidence supports before widening scope.
Generated editorial illustration for “A sent message is an observed effect, not a decision.”: Execution, the observed customer effect and evidence remain linked to identity, context, capabilities, policy and approval. It is not product proof.