Document preparation
Extract agreed fields from incoming business documents and attach the source passages. Flag missing values and conflicting versions for an operations reviewer.
Financial services AI integration with traceable source records
Financial services AI integration can help operations teams prepare and check information. dplyz connects documents, service records and approved data sources, with a clear distinction between prepared work and an authorized decision.
FinanceConnected operationsThe operating reality
A useful summary must be possible to check
A number without its reporting period or a document without its version is hard to trust. We retain source references and access boundaries as records move into an AI-assisted workflow. Reviewers can follow the answer back to the underlying evidence.
Where the work changes
Internal knowledge search
Retrieve current procedures and product information for authorized staff. Carry effective dates into the answer and keep restricted material outside the user’s results.
Service case assembly
Gather the relevant correspondence and operational history into a draft case summary. Make open actions and unanswered questions visible to the case owner.
An illustrative workflow
Two statements cover different reporting periods
A reviewer asks for a comparison. The workflow extracts the requested fields, identifies the different periods and presents the figures with their source pages. It leaves the mismatch visible for the reviewer rather than treating the documents as directly comparable.
A focused first release
Start with a job you can measure
Select a document or service task with a named reviewer and a clear evaluation set. Agree retention, access and release requirements with the organization before using live records.
- Source coverage
- Count values with inspectable evidence.
- Review corrections
- Track changed and rejected extracts.
- Case preparation time
- Measure preparation through approval.
Planning AI for finance
The proposed workflows prepare information for authorized staff. Decision-making authority stays with your organization’s existing processes.
That is part of the design. Extracted values and material claims should retain a source reference, including the relevant version and reporting period.
Let’s talk about your finance operations
Bring us a real process, the systems it touches and the result your team needs.