Payments & fintech
Payment holds, fraud flags, account reviews, failed-payment pathways, customer restrictions.
Assurance for consequential automated decisions
Control the point where automated decisions become business consequence.
Halo reviews the decision points where AI, rules engines, or workflow automation can change a payment, restrict an account, or determine how a claim or case proceeds.
01 / Business risk
An automated decision can become a business consequence in an instant.
Reports can usually explain what an automated process did after the event.
Logs, timestamps, and review notes do not by themselves show whether the decision was sufficiently understood, challenged, and approved before it affected a real outcome.
Halo focuses on that decision point: where system output is allowed to change how a customer, account, payment, claim, renewal, fraud review, or case is treated.
When automation can hold a payment, restrict access, delay a claim, alter a renewal, or close a case, the organisation needs a clear basis for relying on that decision.
The risk is not the output alone. It is the consequence the organisation permits it to carry.
02 / Where this applies
Where automated decisions meet consequential operations.
Insurance & claims
Claim routing, escalation, payout delay, complaint handling, case closure.
Lending & credit
Decisioning, account restrictions, payment plans, collections pathways, automated review outcomes.
Customer operations
Service access, renewal changes, complaint routing, prioritisation, case handling.
Enterprise AI vendors
Systems that may affect customer, account, payment, claim, fraud, renewal, or case workflows.
Focused assurance engagement
ADS Boundary Evidence Pack
An independent, scoped assessment of one automated decision point and the business consequence it can create.
Designed for risk, operations, product, and assurance leaders who need to decide whether a specific automated process can be relied on, challenged, escalated, or taken into wider use.
The review is framed around one defined decision and the real-world outcome it can change. It supports a go-live, control, remediation, procurement, or governance decision without becoming a broad advisory programme.
Scope boundary: the Evidence Pack is not a certification, legal opinion, model audit, security test, or implementation programme.
What the buyer receives
The decision and consequence in scope, stated clearly
An evidence-backed view of the current assurance position
Material limitations, uncertainties, and decision-relevant concerns
A written conclusion with a proportionate next-step recommendation
03 / Suitability
Is there one decision point worth reviewing?
An automated decision boundary is the point where system output is allowed to change a real business outcome. A focused review may be suitable where there is:
- One identifiable automated or AI-assisted decision
- A defined customer, account, financial, claim, or case outcome
- A real decision about reliance, control, go-live, escalation, or remediation
- Enough non-sensitive information to describe the current process
- A responsible internal owner able to engage with the review
- A scope narrow enough for focused independent assessment
The first submission should describe one process, the outcome it can change, and the decision your organisation needs to make about relying on it.
Assurance & independence
Narrow review. Independent judgement. Controlled scope.
Halo Systems Ltd provides founder-led assurance review for specific consequential automated decisions, not broad transformation or implementation programmes.
Defined scopeEach engagement is limited to one stated decision point, its evidence context, and the outcome it can affect.
IndependenceBefore work is accepted, Halo confirms the review question and considers conflicts that could compromise independent judgement.
Separate responsibilityHalo assesses the evidence and decision context; it does not operate the organisation's system or make the underlying business decision.
Proportionate disclosureThe initial enquiry requires only a non-sensitive description. Detailed information is requested only after scope and handling expectations are agreed.
Suitability enquiry
Submit one decision point for suitability review.
Describe one automated or AI-assisted process, the outcome it can change, and the decision your organisation needs to make. Avoid confidential detail at this stage.
What to send: a short, non-sensitive description of one process and its consequence. Two to four sentences per response is enough.
What happens next: Halo reviews the enquiry for fit and contacts you if a focused engagement appears appropriate. Submission does not create an engagement.