About

Generic Parallel Web Systems Claims Engineering Use Cases

Existing capabilities first; outside evidence only for precise extra questions. These are candidate experiments, not verified insurer deficiencies. All claim inputs are hypothetical; no insurer data or branding. Research is kept separate from settlement, coverage, approval, booking and messaging decisions.

UC01

Salvage valuation

Existing valuation/salvage baseline plus optional outside comparables

Selected-item Tasks · Task Groups unavailable on this connection

UC02

Damage estimate verification

Existing estimate sources plus a defined outside exception

Selected-line Tasks · Task Groups unavailable on this connection

UC03

Rental competitor rate benchmark

Integrated supplier baseline plus optional matched competitor quotes

Search branch candidates + interactive Responses · Place Search unavailable

UC04

Loss verification

Existing feeds plus precise missing corroboration

Interactive Responses evidence scope · Decisions unavailable · Monitor preview only

UC05

War room research with MCP

Enterprise baseline plus genuinely external MCP evidence

Enterprise HTTP MCP + Parallel Responses · Parallel MCP unavailable on this connection

Linked prototype

LienLoop

Original private total-loss desk with six mock systems, human approvals and an audit trail.

Scripted replaySynthetic systems

Connection capability boundaries

Selected-item Tasks and interactive Responses use the saved connection. Task Groups, Place Search, Decisions and Parallel MCP are not exposed by this connection; compatible HTTP adaptations are explicitly labeled, never presented as those APIs. Monitor bodies are previews only.

FindAll, Memory and licensed data connectors are optional future extensions, not assumed insurer capabilities. No earlier Python-session captures have been imported.

Modes

Fixture Fabricated storyboard; zero provider calls.
Live Existing adapters first; separate optional research for signed-in users.
Replay Only genuine previously captured live runs, with capture time.

No mode switches automatically. 51 acceptance cases ship with the specification package.

Server configuration (redacted)

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