Use Cases
Supervised institutions need evidence, not dashboards.
Banking and insurance lead production adoption of agentic systems, and they carry the heaviest evidentiary burden while doing it. Supervisors do not accept a demonstration. They ask for a population, sample it, and expect each sampled action to resolve to an authorized individual, a documented control, and a retained record.
The control frameworks already exist. Model risk management, change management, segregation of duties, non-repudiation, third-party oversight — none of them were written for agents, and all of them apply to agents unchanged. The failure mode is not that banks lack controls. It is that the agentic layer sits outside every one of them, in a place where the control library has no coverage and the audit trail is a vendor log.
Orcher makes the supervisory question answerable by construction. Who was authorized. What was checked. What did it cost. Where did the data go. Those four answers exist for every action, at the moment it executes, in a form that survives a three-year lookback.
Where liability lands
Model risk management, non-repudiation, segregation of duties, records retention, and third-party oversight regimes all pre-date agents and apply to them unchanged. Consumer protection statutes attach to the institution regardless of which system produced the adverse action, and personal accountability regimes in several jurisdictions name a specific executive for the failure. Orcher produces the evidence those regimes assume exists, at execution time, for every action.
Pressure points
01
One agent servicing both the initiating and approving functions defeats a control that regulators treat as foundational. Prompt-level separation is not separation; only issued credentials with distinct scope are.
02
SR 11-7-style frameworks assume an inventoried model with documented use, validation, and monitoring. An agent that calls four providers dynamically produces no stable artifact to inventory unless the control plane creates one.
03
Institutions routinely cannot state which foundation providers processed which categories of data last quarter. That is a vendor-management finding waiting to be written, and increasingly an operational-resilience one.
Named use cases
Real banking & financial services workflows, each bound to the authority that permits it and reconciled against the systems of record before anything commits.
01
Dispositions execute under an investigator's role, reconciled against transaction systems of record, sanctions screening results, and prior SAR history. Closing an alert without documented rationale is structurally impossible rather than discouraged.
02
Exceptions bind to the officer whose lending authority actually permits them, time-bound to the approval window. Policy exceptions above authority escalate automatically with the full basis attached.
03
Every figure traces to a verified execution record rather than a reconstructed spreadsheet lineage. When a supervisor questions a line item, the derivation is retrieved rather than rebuilt.
04
Refresh cycles verify beneficial ownership and risk rating against source systems before a file is marked current. Data residency is enforced per call so customer records never cross a jurisdiction the terms do not permit.
05
Surveillance dispositions carry the compliance officer's authority and a reproducible evidence path. Escalations to enforcement are hashed and non-repudiable, which is exactly the standard an inquiry applies.
06
Regulation E and Z timelines are enforced as directive constraints. Provisional credit and final determination each carry a named authority and a verified reconciliation against transaction history.
01 · In depth
Every supervisory conversation about agentic systems reduces to four questions, and dashboards answer none of them. Who was authorized to take this action, and how was that authority proven at execution? What was the action verified against, and what did that verification return? Which third parties processed the data, in which jurisdiction, under which terms? What did the institution spend, and what stopped it from spending more?
Orcher answers all four as a byproduct of running the work. The audit ledger is not a reporting layer built on top of execution; it is the record execution writes as it happens, hashed so that later editing is detectable.
02 · In depth
Machine identities already outnumber human ones inside large institutions by a wide margin, and agentic deployment accelerates that ratio sharply. Most of those identities hold static, over-scoped, long-lived credentials — the precise pattern that identity and access management programs spent a decade eliminating for humans.
The Role Identity Fabric issues short-lived, purpose-scoped credentials derived from a human's actual authority, bound to a single directive, and expiring with it. There is no standing agent credential to steal, misuse, or forget to deprovision.
Components engaged
These are the components that carry the weight in this industry. Each one is a control, not a recommendation.
Layer 1
Binds the directive to a human and a role, cryptographically and revocably.
Layer 1
Verifies the proposed action against systems of record before commit.
Layer 1
Hashes the verified action permanently. Evidence, not logs.
Layer 2
Routes by stakes and halts runaway loops.
Layer 2
Real-time cross-provider trace: which model, which role, what cost, what outcome.
Mechanism
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 registered officer or approver whose delegated limit the action consumes states the outcome in plain language — for example, "Release this payment against the approved facility." 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 banking & financial services 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 funds movement, credit decision, or customer-facing disclosure commits, the Logic Scrubber re-derives the facts it depends on from Core banking ledger, KYC and sanctions lists, limit framework, model risk inventory. The proposed release exceeds the approver's delegated limit or hits an unresolved sanctions match — 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 supervisory examination, internal audit, or an SR 11-7 style model review receives an evidence package, not a reconstruction project.
Operational contract
What this is not
This is not a replacement for three lines of defence
It gives the first line a control that actually holds at machine speed, and gives the second and third an evidence stream that does not need to be reconstructed.
Failure behaviour
The proposed release exceeds the approver's delegated limit or hits an unresolved sanctions match. The directive halts, nothing partial is written, and the halt is recorded with its reason.
Rollout outcomes
Limits enforced at call time
Delegated authority is a credential, not a policy document.
Examiner-ready evidence
Per-action authorization records scoped by period and business line.
No silent partial writes
A failed reconciliation halts the whole cycle, recorded with its reason.
What the record proves
Orcher writes the proof at execution time. Nothing here depends on reconstructing intent from logs after the fact.
Dual
Control preserved: an agent cannot be both maker and checker
Hashed
Every account-affecting action written to the immutable ledger
SR 11-7
Model-risk questions answered with execution evidence, not documentation
Deployment path
One workflow, one role, one verified execution cycle. Scope widens only after the first cycle holds up under review.
01
Begin with one supervised process — KYC refresh, alert disposition, credit memo drafting — where a regulator already expects named accountability.
02
Registrations, delegated lending authority and desk limits come from the identity fabric, so an agent inherits a real credential rather than a service account.
03
Positions, limits, sanctions lists and policy thresholds are verified against systems of record before an instruction reaches a core or a market.
04
The ledger supports supervisory review the way trade surveillance already does: reconstruct the decision, the authority behind it, and the checks that passed.
Questions
Direct answers, in the language of the people who carry the consequence.
SR 11-7 and equivalent regimes ask how a model's use is controlled and who owns the outcome. Orcher answers at execution: authority bound before the action, verification recorded with it, and the whole cycle hashed.
Only inside the limits of the human role that authorized the directive, and only after the Logic Scrubber reconciles against balances, limits and sanctions screening. Maker–checker separation is enforced structurally.
Every agent credential is issued against a human role, scoped, time-bound and revocable. Revoking the human's authority revokes everything downstream in the same action.
It is one record. Internal audit, second-line risk and examiners read the same verified execution cycle rather than three reconstructions from different log sources.
Cost Governance routes by stakes: routine dispositions go to cheap models, escalations to stronger ones, and runaway loops halt before they bill.
Request a briefing
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
The solutions that carry this industry, the research behind the model, and the neighbouring industries with the same accountability problem.
Solution
Authority belongs to a person and a role — never to a service account.
Solution
Turn agent activity into evidence a regulator will accept.
Solution
Route by the stakes of the action, not the habits of the developer.
Research
The full thesis: why oversight failed and what replaces it.
Research
How a directive is cryptographically bound to a person and a role.
Industry
The same accountability model, applied to insurance.
Industry
The same accountability model, applied to government & public sector.
Industry
The same accountability model, applied to legal services.
Keep reading
Surfaced automatically from the Orcher components this industry relies on.
Layer 1
Binds the directive to a human and a role, cryptographically and revocably.
Layer 1
Verifies the proposed action against systems of record before commit.
Layer 1
Hashes the verified action permanently. Evidence, not logs.
Layer 2
Routes by stakes and halts runaway loops.
Layer 2
Real-time cross-provider trace: which model, which role, what cost, what outcome.
Solution
Turn agent activity into evidence a regulator will accept.
Solution
Route by the stakes of the action, not the habits of the developer.
Solution
Utilization is a governance outcome, not a procurement problem.
Use case
Margin decisions at machine speed still need an owner.
Use case
Every adjudication is a decision someone must own.
Use case
Physical consequence closes the loop on digital authority.
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.
Case studies
Modelled reference scenarios with the measurement window, the components enforced and the numbers attached. Each one downloads as a PDF.
Banking & Financial Services
Contractual assurance was not evidence. The Data Control Gateway verified training exclusion before every route and hashed the verification alongside the action.
