Use Cases
Insurance
Every adjudication is a decision someone must own.
Claims decisions are contestable by design. Policyholders appeal them, regulators examine them, and courts unwind them. An insurer that cannot name the adjuster whose authority approved a denial — and reproduce the policy state that decision was checked against — does not have an efficiency gain. It has an unpriced exposure sitting inside its operating model.
Insurance is also the industry where agentic automation pays back fastest. Claims-to-cash is a chain of narrow, verifiable steps: intake, coverage confirmation, reserve setting, vendor assignment, payment, recovery. Each step has a system of record and a documented authority level. That structure is precisely what makes it safe to automate — and precisely what ungoverned agents destroy when they operate outside it.
Orcher runs the chain without dissolving the accountability. The adjuster issues one directive. Intake, verification, finance, and audit agents coordinate under it, each scoped to the authority the adjuster actually holds. Reserve changes and payments are reconciled against the policy in force on the loss date, not the policy as it reads today. Every commit is hashed with the authorizing role attached.
Where liability lands
Adjudication is an audited, appealable act, and agentic execution inherits that standard on day one. Unfair claims settlement practice statutes, market conduct examinations, delegated authority agreements with MGAs and TPAs, and extra-contractual bad-faith doctrine all require a named human whose authority carried the decision and a reproducible basis for it. Orcher records both at commit time, so the file that defends the insurer is written before the dispute exists.
Pressure points
What breaks in insurance without a control plane
01
Binding authority becomes advisory
Authority limits live in underwriting manuals and delegated authority letters. Agents cannot read a manual. Without enforced scope, a $5,000 settlement authority becomes a suggestion the moment execution moves into software.
02
Market conduct exams ask for the basis
Regulators do not ask whether a decision was reasonable in aggregate. They sample individual files and ask what was checked. Reconstructed rationale is not the same as recorded rationale, and examiners know the difference.
03
Bad-faith exposure compounds silently
A denial issued without a documented coverage analysis is the raw material of an extra-contractual claim. At agentic volume, a single unverified template can generate thousands of them before anyone notices.
Named use cases
6 directives, verified end to end
Real insurance workflows, each bound to the authority that permits it and reconciled against the systems of record before anything commits.
01
Claims-to-cash execution
Intake, coverage verification, reserve setting, vendor assignment, and payment run as one directive. The Logic Scrubber reconciles each step against the policy in force at loss date, the endorsement history, and the deductible applied, before money moves.
02
Coverage determination and denial
Denials cannot commit without a recorded coverage analysis tied to specific policy language and the facts of loss. The adjuster's authority is bound to the determination, which is what a bad-faith defense actually rests on.
03
Underwriting referral and binding
Risk appetite, line size, and binding authority are enforced as role scope rather than guidance. A submission that exceeds authority escalates to a named underwriter automatically instead of being quietly bound.
04
Subrogation and recovery
Recovery demands carry the recovering entity's authority and produce an evidence chain the counterparty's carrier can verify. Statute-of-limitation checks run against the jurisdiction of loss before a file is closed.
05
Fraud referral and SIU triage
Referrals execute under an investigator's role with the indicators that triggered them recorded. Adverse action against an insured is never taken on model suspicion alone; the ledger shows what human authority carried it.
06
Policy servicing and endorsement processing
Mid-term changes reconcile against rating rules and filed rates before issuance. Cost governance routes routine endorsements to cheap models and reserves premium capacity for complex commercial risks.
01 · In depth
Adjudication was already an evidence discipline
Insurance did not have to be taught that decisions get contested. Claim files exist because someone anticipated the appeal. What changed is that the decision-maker is now partly a machine, while the evidentiary standard did not move at all.
Orcher treats the agentic layer the way the industry already treats the claim file: as a record built at the moment of decision, complete enough to defend without narrative reconstruction. The directive is the demand. The verification result is the coverage analysis. The ledger entry is the file note that cannot be edited after the fact.
02 · In depth
Where the economics actually land
The value in claims automation is not the model cost. It is cycle time, leakage, and litigation avoided. Ungoverned agents improve the first and quietly worsen the second and third, because every unverified payment is leakage and every undocumented denial is a future demand letter.
Cost governance in Orcher is written for that reality. Routing is by stakes, not by convenience: a $400 auto glass claim and a $4M commercial property loss do not deserve the same model, the same verification depth, or the same authority. Runaway loops are halted at the ceiling rather than discovered in the monthly invoice.
Components engaged
How Orcher governs insurance
These are the components that carry the weight in this industry. Each one is a control, not a recommendation.
Layer 1
Directive Interface
Plain language becomes the permanent record of what was asked.
Layer 1
Logic Scrubber
Verifies the proposed action against systems of record before commit.
Layer 1
Role Identity Fabric
Binds the directive to a human and a role, cryptographically and revocably.
Layer 2
Cost Governance
Routes by stakes and halts runaway loops.
Layer 1
Immutable Audit Ledger
Hashes the verified action permanently. Evidence, not logs.
Mechanism
One insurance directive, end to end
Four stages, in order. Layer 1 components gate execution; Layer 2 components run continuously and never block.
01
The directive is stated and frozen
A licensed adjuster or underwriter whose authority the decision exercises states the outcome in plain language — for example, "Adjudicate this claim under the policy in force at the date of loss." It is signed and versioned before any model is called.
02
Authority is minted for this directive only
The Role Identity Fabric resolves the person and their current insurance role, then mints task-bound, time-bound credentials — median scope around 14% of the underlying account.
03
The proposed action is verified, not reviewed
Before a claim decision, reserve movement, or payment release commits, the Logic Scrubber re-derives the facts it depends on from Policy administration, claims system, coverage terms, reserving tables, licensing register. The proposed decision assumes coverage the policy in force at the date of loss did not carry — that is a halt, not a warning.
04
The cycle is hashed into the record
The action, the human, the role, the verification and the cost are hashed together. A market conduct examination, a bad-faith action, or an internal claims audit receives an evidence package, not a reconstruction project.
Operational contract
- Authority holder
- The licensed adjuster or underwriter whose authority the decision exercises
- Systems of record
- Policy administration, claims system, coverage terms, reserving tables, licensing register
- Governed action
- A claim decision, reserve movement, or payment release
- Halt condition
- The proposed decision assumes coverage the policy in force at the date of loss did not carry
- Data classes controlled
- Claimant personal data, medical records supporting a claim, and loss reserves
- Evidence consumer
- A market conduct examination, a bad-faith action, or an internal claims audit
What this is not
This is not a claims model
Whether the model is good at adjudication is a separate question. Orcher governs whose licensed authority stood behind the decision, and what was verified before payment moved.
Failure behaviour
The proposed decision assumes coverage the policy in force at the date of loss did not carry. The directive halts, nothing partial is written, and the halt is recorded with its reason.
Rollout outcomes
Defensible adjudication
Each decision carries the adjuster, the policy version, and the verified coverage basis.
Bad-faith exposure narrowed
The record shows the checks that ran, in order, before the decision committed.
Reserve integrity
Movements reconcile to the system of record or they do not commit.
What the record proves
Evidence a insurance reviewer can actually use
Orcher writes the proof at execution time. Nothing here depends on reconstructing intent from logs after the fact.
Per claim
Adjuster authority bound to every decision that reaches the insured
Policy-version
Coverage checked against the wording in force on the loss date
Reproducible
Denials reconstructable line by line for a market-conduct exam
Deployment path
How a insurance rollout actually starts
One workflow, one role, one verified execution cycle. Scope widens only after the first cycle holds up under review.
01
Scope one directive
Pick one line and one decision — first notice of loss triage, coverage determination, or a subrogation referral — where a regulator could later ask why.
02
Bind the role
Adjuster licence, state appointment and settlement limit come from the identity fabric. An agent cannot settle above the human's own authority.
03
Verify before commit
Coverage, endorsements, exclusions and reserve rules are reconciled against the policy version in force before any determination is communicated.
04
Prove the cycle
Each determination carries a derivation path. Market-conduct examiners read evidence rather than interviewing the adjuster about what the model said.
Questions
Insurance teams ask us this first
Direct answers, in the language of the people who carry the consequence.
Can an agent settle a claim on its own?
Never above the authority of the human whose directive it inherited. Settlement limits are enforced structurally by the Role Identity Fabric, not by a prompt instruction or a policy document.
How do we handle policy wording that changed mid-term?
The Logic Scrubber verifies against the version in force on the date of loss, not the current wording. That single distinction is what most automated determinations get wrong.
What happens in a market-conduct examination?
Every determination replays: the directive, the licensed adjuster behind it, the policy version checked, the exclusions evaluated, and the result. Unfair-claims exposure usually comes from unexplainable decisions, not wrong ones.
Does this slow down straight-through processing?
No. Verification runs inside the cycle, and Cost Governance routes low-stakes claims to inexpensive models while escalating high-severity ones to a supervisor's directive.
Where does liability actually land?
On the licensed human who issued the directive — which is where regulators already place it. Orcher makes that placement provable instead of assumed.
Request a briefing
Bring one insurance workflow. We will map it.
A working session, not a pitch: your workflow, the role that holds authority for it today, and the seven components that would govern it. Sixty minutes.
Go deeper
Where to read next on insurance
The solutions that carry this industry, the research behind the model, and the neighbouring industries with the same accountability problem.
Solution
Governance & audit evidence
Turn agent activity into evidence a regulator will accept.
Solution
Identity & role-scoped authority
Authority belongs to a person and a role — never to a service account.
Solution
Cost discipline & intelligent routing
Route by the stakes of the action, not the habits of the developer.
Research
The Enterprise Superintelligence Report, Vol. I
The full thesis: why oversight failed and what replaces it.
Research
Introducing Orcher, the agentic control plane
The seven components and the layer they operate on.
Industry
Healthcare
The same accountability model, applied to healthcare.
Industry
Banking & Financial Services
The same accountability model, applied to banking & financial services.
Industry
Legal Services
The same accountability model, applied to legal services.
Keep reading
Components, solutions, and neighbouring industries
Surfaced automatically from the Orcher components this industry relies on.
Layer 1
Directive Interface
Plain language becomes the permanent record of what was asked.
Layer 1
Logic Scrubber
Verifies the proposed action against systems of record before commit.
Layer 1
Role Identity Fabric
Binds the directive to a human and a role, cryptographically and revocably.
Layer 2
Cost Governance
Routes by stakes and halts runaway loops.
Layer 1
Immutable Audit Ledger
Hashes the verified action permanently. Evidence, not logs.
Solution
Governance & audit evidence
Turn agent activity into evidence a regulator will accept.
Solution
Identity & role-scoped authority
Authority belongs to a person and a role — never to a service account.
Solution
Cost discipline & intelligent routing
Route by the stakes of the action, not the habits of the developer.
Use case
Real Estate & Construction
Approvals that move money need traceable authority.
Use case
Healthcare
Clinical authority cannot be delegated to a process.
Use case
Banking & Financial Services
Supervised institutions need evidence, not dashboards.
Orcher for insurance.
Every deployment starts with one workflow, one role, and one verified execution cycle. Bring the workflow; we will map it to the seven components before you commit to anything.