estimation & authorisation
Why claim estimation and authorisation systems must be separate
In governance and audit contexts, it is widely accepted that systems which generate valuation inputs should be operationally and commercially independent from systems that authorise decisions based on those inputs, particularly where incentives or conflicts may exist. This separation supports clear accountability, reduces risk, and strengthens confidence in outcomes.
Simply put: independence matters, governance matters, and trust matters. Estimation should be independent of authorisation and the system that creates the estimate should not be the authority that approves it.
In motor claims workflows, the sequence is straightforward. A repair scope and estimate is created first, and then a claim decision is made, including whether that estimate is approved, adjusted, queried, or declined.
The separation principle in the real workflow
Step 1: Estimation (comes first)
A repair scope and estimate is created. This is a valuation function. It may include labour, parts, methodologies, supporting documents, and assumptions.
Step 2: Authorisation (comes second)
The insurer or delegated authority makes the decision. This is a governance and decision-making function. It includes approval, adjustment, settlement logic, and accountability for outcomes.
When these functions are controlled by the same system, the ability to demonstrate independent decision-making is reduced. Even if controls exist, the perception of influence can still undermine trust.
Risks when systems are combined
When the authorising system and the estimating system are technically or commercially unified, several risks emerge:
- Incentives to influence estimates to support preferred outcomes
- Reduced transparency around how values are calculated or adjusted
- Difficulty demonstrating independence during audit or dispute
- Perceived or actual conflicts of interest across the repair ecosystem
- Erosion of trust between insurers, repairers, and third-party participants
Even where controls exist, the appearance of influence can be as damaging as influence itself, particularly in regulated or highly scrutinised environments.
Industry best practice
Best practice across financial services, insurance, and regulated industries consistently supports functional separation between:
- Systems that generate cost or valuation data
- Systems that approve, authorise, or enforce decisions
- Systems that audit, review, or report on outcomes
This separation does not prevent integration or data sharing. It ensures that integration occurs through governed, permissioned pathways rather than through shared control.
SmartLink’s role
SmartLink is designed as neutral data exchange infrastructure. It does not estimate, price, authorise, or adjudicate claims.
Instead, SmartLink provides a controlled pathway for information to move between independently operated systems, preserving:
- Separation of duties
- Clear accountability
- Auditability and traceability
- Confidence for all participants
This approach supports insurers, repairers, assessors, and approved participants in meeting governance expectations without constraining innovation or operational efficiency.
In summary
A system should not both create the justification for a decision and be the authority that approves it. Separation is not about mistrust, it is about resilience, transparency, and long-term confidence in the integrity of the claims process.
SmartLink exists to enable that separation while still allowing the industry to move forward with secure, modern integrations.