Five Sigma's Clive overlay needs a claim-write reconciliation map

Identify the claim record before the assistant acts

The direct question for a carrier, MGA, TPA, or self-insured administrator is whether Clive operates beside an existing CMS or within Five Sigma's CMS. Five Sigma's official page supports both described options, but not the configuration of either in a particular organization. Map legal entity, insurance line, jurisdiction, claim and exposure identities, policy and coverage reference, claimant and provider, financial records, documents, communications, tasks, decisions, and retention duties to their authoritative systems.

For each event type, name whether the assistant can only read, can draft a proposal, can create a pending task, or can submit a write. A summary is not a new claim fact; a proposed reserve is not an approved reserve; a payment instruction is not disbursement; a completed task is not necessarily a confirmed core transaction. Preserve the original source record and its version even when the assistant presents a unified claim view.

Specify a write contract for the overlay path

An overlay should send a core write with claim identity, exposure, event type, effective and recorded dates, actor and role, source evidence, input version, idempotency key, permitted state transition, authority, and reason. The core response should return transaction identity, accepted or rejected status, authoritative new version, validation errors, and any downstream posting or notice status. A transport acknowledgment alone cannot close the task.

Retries, duplicate messages, delayed replies, a reopened claim, a corrected policy record, and concurrent human changes should produce visible exceptions. Define who resolves a version conflict and how an overlay view is reconciled back to the core. A workflow that silently treats a timed-out write as success, replays a non-idempotent action, or overwrites a human correction would corrupt the decision chain even if its user interface looks complete.

Test the built-in path as a separate operating model

The built-in CMS path may have fewer external interfaces, but it still needs policy and coverage feeds, accounting and payment interfaces, document and communication custody, approval roles, audit events, data retention, exports, and a recovery route. A single product label does not establish one complete claim record, purchased module, configured controls, migration readiness, or insurer authority. Map any legacy claim history and current open work into the new system with control totals and exceptions rather than assuming the assistant can reconstruct them.

A fair buyer comparison should use the same representative claim event in both paths: incoming evidence changes an exposure, Clive suggests or performs a routine step, a reviewer corrects it, the core state is written, a financial interface rejects a downstream item, and the claim is reopened. Examine the event IDs, version history, permissions, rejection queue, evidence, and final authoritative state. Do not compare product marketing claims as measured adjuster productivity, accuracy, leakage, reserve adequacy, fairness, payment speed, or consumer effect.

Keep public claims inside the evidence boundary

Five Sigma's public page advertises productivity, accuracy, error, and ROI figures. Without a disclosed population, period, baseline, unit, denominator, method, independent validation, and selection limits, Claims Core Ledger does not use those figures as operating benchmarks. The official page establishes Five Sigma's own positioning for Clive as an overlay or built-in CMS capability and for guidance and routine tasks. It does not establish a customer's installed architecture, configured behavior, transaction acceptance, claim decision, financial result, or consumer outcome.

Claims Core Ledger reviewed the registered page on September 15, 2026 and did not access a tenant, implementation, insurer claim, assistant event, core API, write contract, transaction, reserve, payment, communication, or audit log. Insurers and other accountable claim owners must apply their actual policy, authority, privacy, security, retention, financial, and regulatory rules. The map here is editorial analysis of an architecture choice, not certification or a prescribed implementation.

Enterprise buyer test

Translate this change into the exact population, record type, workflow stage, decision owner, effective date, and evidence that could be affected. Ask current or prospective providers to demonstrate the named workflow with representative data and an exception—not a polished feature tour. Record what official documentation establishes, what a provider states, what the team observes, and what remains unresolved.

A defensible review also identifies the dependency outside the product. Authority interpretation, policy configuration, data quality, integrations, human judgment, approval rights, release governance, training, and retained evidence may remain customer or service responsibilities. The evaluation should preserve those boundaries instead of treating a technology claim as the complete operating model.

What we will watch next

Claims Core Ledger will watch the named source and affected market records for later evidence that changes status, scope, availability, implementation timing, workflow consequence, or the limits of the initial report. A later announcement does not silently overwrite this dated account; the change ledger preserves the sequence.