Your team should be able to apply its experience where risk judgment is needed. Focused preparation can bring together information that would otherwise have to be found and checked again before each decision. This application illustrates what that solution could look like.
Give expert work a usable starting point
A submission may arrive as an email, a form, and several attachments. Relevant information appears in different places; some facts are missing or inconsistent. Someone has to turn this material into an understandable case before the substantive assessment can begin.
Preparation starts with three questions: What information is available? What needs clarification? Who should handle the case next? This initial screening and routing is also called triage. Its value lies in making the next expert action easier.
What a prepared submission could contain
Together with the domain team, we establish which information a defined submission type requires. A possible working view brings together:
- Relevant facts with references to their sources.
- Missing or conflicting information and specific follow-up questions.
- Guidance from agreed business rules, such as responsibility or required referral.
- A suggested route for review with an understandable explanation.
An extracted value is not yet a confirmed fact. The reviewer needs to be able to inspect the source and correct the information. Uncertainty stays visible rather than being hidden by a plausible-sounding completion.
An example: conflicting descriptions of building use
In this illustrative example, a submission requests insurance for a commercial building. The form describes its use as storage, while an attachment also mentions manufacturing activity. Information about fire protection that the domain team has defined as required is missing. For this example workflow, the agreed rule is to refer unclear building-use descriptions for expert review.
The prepared handover could look like this:
- Available: Location and requested coverage, each with a source reference.
- To clarify: Conflicting descriptions of building use; missing fire-protection information.
- Suggested next step: Expert review of the building use and a targeted request for the missing information.
- Reason: The documents do not establish the building use clearly, and information required for this workflow is missing.
The responsible expert reviews the findings and decides how to proceed. The solution prepares that work; it neither commits to coverage nor sets a price. The example criteria are not universal underwriting rules.
What Corvendor would implement — and what your team contributes
Corvendor would connect the agreed inputs, information preparation, rule checks, and working view into a usable workflow. That includes handing the result to the existing next step. The appropriate interface, or an initial structured export, is established with your IT team.
Your domain team determines which facts matter, which rules apply, and when referral is needed. We work through typical and difficult cases together. This helps clarify different terminology, exceptions, and steps that may previously have been understood only through conversation. Coordination across business teams, operations, and IT is a substantial part of implementation.
AI-assisted document analysis can be tested where it supports preparation. Whether it is reliable enough for the available documents has to be demonstrated on examples. Explicit business rules can also be implemented directly. The task determines the scope and method.
Start with a focused pilot
A useful starting point is one product line or recurring submission type. The pilot uses suitable examples approved for this purpose: well-prepared submissions alongside incomplete, conflicting, and unusual cases. Domain experts record the information and next steps they would expect for each.
The first solution is checked against those expectations and tried in the intended workflow. Documents it cannot process reliably have a clear route to manual handling. Before using live submissions, access, data handling, responsibilities, and technical integration are agreed.
The pilot provides an initial working solution and findings to inform the next decision. Preparation for reliable ongoing operation remains a further step.
Assess effort and quality together
Before testing, we agree how to record the existing workflow for comparison. For comparable submissions, useful measures can include:
- Active preparation time, including corrections to the output.
- Time from receipt to qualified review, measured separately from active work.
- Missing or incorrectly extracted facts that matter to the decision.
- Correct routing and reasons for expert corrections.
- Avoidable follow-up questions arising after handover.
A necessary question raised earlier can be an improvement. A reduction in the total number of questions is therefore not enough on its own. Faster handover is useful only if the expert can work effectively from it. A short preparation pilot cannot establish whether later claims outcomes will improve.
When this approach fits
This approach fits when a recurring preparation step can be isolated, domain experts are available to work with us, and suitable documents can be made accessible. A sponsor needs to be able to bring the participants together and support a trial within the existing workflow.
Replacing an entire policy administration system or building a comprehensive underwriting platform is a different undertaking. Corvendor's starting point is a clearly bounded part whose value we can evaluate together.
Relevant facts, open questions, and a reasoned next step give your team a better starting point for its expert decision.
