VISION turns individual decisions into strategic intelligence: portfolio performance by cohort, data quality, and the gap between recommendation and human decision.
What the module does
Each line describes a function by what it produces, never by the promise it carries.
- Answers the analyst's questions about the open file, in natural language.
- Rephrases a score explanation for the audience it is addressed to.
- Drafts a summary note or a reasoned opinion from the elements of the file.
- Assists the risk department in phrasing a rule, translated into a decision table submitted for approval.
Four questions, and what a file can answer
Choose a question. The answer is built from the fictional file and from it alone: it names what it relies on, and states what it cannot know.
No element in this category for this scenario.
- Two instalments settled late over twelve months
- Largest client at forty-two per cent of turnover
No element in this category for this scenario.
- Medium — information is missing
- The answer takes the elements of the file, in order of importance, and stops where the file stops.
- Every element cited points back to a data item in the file. None is introduced from outside.
- An answer built on a file cannot speak of what is not in it. It says so rather than filling the gap.
What it never does
What a module refuses to do can be checked; what it promises to do well can only be argued. Its limits are therefore written next to its capabilities.
- SAGE computes no score and changes no policy without explicit human approval.
- It can access only the data of the open file and of the current institution.
- Everything SAGE produces is identified as assisted output.
- No output is sent to an applicant without human review.
What this changes
What having this module changes in the real work of a credit team.
Artificial intelligence here serves understanding, not opacity. SAGE explains NEXCLARA to its users; it replaces neither the analyst nor the credit policy.
Keep reading
All modules
The eleven modules, their build order and the phase of each.