STEP 01
THE REAL CASES
Bring in the work
Review risk decisions and explain the edge cases before an examiner or committee asks.
→APP DATA · FINANCIAL
Decisions an examiner can read.
Bring transaction, portfolio, or model-run context into one workflow. The app surfaces uncertain decisions, asks the right analyst to review them, and keeps the validation trail attached to the final call.
ACCEPTED FORMATS
Transactions / scorecards / model reports
Start with the files and records the team already uses.
DECISION OWNER
Risk analyst
Keep the right specialist or approver on the work that needs judgment.
OUTCOME
Governance packet
Hand off one reviewed record instead of scattered notes.
HOW IT WORKS
A detection is not a decision. Sign the one that is.
Bring the real work. Route the borderline case to the specialist who signs for it. Leave with a packet that survives an audit — and the tuned weights you keep.
STEP 02
THE HARD CALL
the team needs to explain why a model, alert, or credit decision was approved, challenged, or overridden.
Upload the case or model run, inspect flagged cases, and export one governance packet.
→STEP 03
THE EVIDENCE
Leave with a signed packet
Get one governance packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a financial team buys the app.
Use this when the team needs to explain why a model, alert, or credit decision was approved, challenged, or overridden.
THE PROBLEM
Use this when the team needs to explain why a model, alert, or credit decision was approved, challenged, or overridden.
THE REVIEW MOTION
Case or model run in. Analyst review on borderline decisions. Governance packet out.
THE OUTCOME
Decision context, validation notes, reviewer comments, and approval history stay in one record.
WHY TEAMS BUY IT
Bring transaction, portfolio, or model-run context into one workflow. The app surfaces uncertain decisions, asks the right analyst to review them, and keeps the validation trail attached to the final call.
WHERE IT WORKS
The places this app does the work.
Case or model run in. Analyst review on borderline decisions. Governance packet out.
AREA · 01
Risk scoring
Start with the real case or model run and the rules that matter.
- ↳Bring in Transactions / scorecards / model reports without stripping away context.
- ↳Keep project constraints visible from the first step.
- ↳Give the team one clear place to start the review.
AREA · 02
Analyst review
Send the hard calls to the risk analyst.
- ↳Surface the cases that need human judgment.
- ↳Keep reviewer notes attached to the decision.
- ↳Make approvals, overrides, and escalations easy to explain later.
AREA · 03
Committee handoff
Hand off a governance packet the next team can trust.
- ↳Export lineage, notes, and approval status together.
- ↳Save repeat failures as checks for the next run.
- ↳Deliver one clean packet for the next team or gate.
THE WORKFLOW
The path your team runs.
Decision context, validation notes, reviewer comments, and approval history stay in one record.
STAGE · 01
01
Bring in the case or model run
Load the work, context, and rules into one record.
- ·Use Transactions / scorecards / model reports.
- ·Capture the project rules before review starts.
- ·Keep the original context attached.
STAGE · 02
02
Review what needs judgment
Score the work and send the decisions that need judgment to the risk analyst.
- ·Highlight what can move fast and what cannot.
- ·Record reviewer notes and final calls.
- ·Keep the audit trail readable.
STAGE · 03
03
Export the governance packet
Package the approved result for the next team, approval gate, or audit request.
- ·Bundle the evidence with the decision.
- ·Save the same mistake as a future check.
- ·Hand off a packet someone else can inspect.
STARTS FROM
Start from a model suited to the work. Not from scratch. Not a rented black box.
STARTER MODEL
CatBoost
Starts from CatBoost and open tabular models already suited to scorecards, alerts, and oversight. Not from scratch, and not a vendor endpoint you rent.
Analyst decisions and override history improve the model on your own book. Every bad call becomes a check on the next release, so the same miss is caught again.
AuraOne can help wire the first committee path. Your analysts and approvers still own the final call.
READING · FINANCIAL · LIVE
00·00 INTAKEUSE THIS WHEN THE TEAM NEEDS TO EXPLSIGN 04·18
WHO SIGNS
The work and the people who sign for it.
Specialist reviewers, the evidence they keep, and the result the next team consumes.
REVIEWER TYPE
risk analyst
ENTRY MOTION
Case or model run in. Analyst review on borderline decisions. Governance packet out.
EVIDENCE PATTERN
Decision context, validation notes, reviewer comments, and approval history stay in one record.
OUTPUT SUMMARY
Get one governance packet with the decision, evidence, and status attached.
PAINFUL STEP
the team needs to explain why a model, alert, or credit decision was approved, challenged, or overridden.
WHAT YOU KEEP
Reviewed decision data, governance policy, and tuned weights your risk team can keep.
↳ WORKFLOW ARCHETYPES
risk scoringanalyst reviewcommittee handoffWORKS AS ONE LOOP
What this app plugs into.
Every signed decision feeds the rest of the platform. The Regression Bank turns each failed case into a check on the next release, so the missed call does not come back. Compliance review keeps the governance record and the exception trail an examiner asks for. One record, one standard, one packet.
№ 01 · MODULE
Models
№ 02 · MODULE
Workforce
№ 03 · MODULE
Control Center
№ 04 · MODULE
Compliance Monitoring
REGRESSION MEMORY
Every failed case becomes a check on the next release. The escaped defect, the missed variant, the bad call does not come back.
WHAT YOU KEEP
Your work. Your data. Your AI.
WORKFLOW
Real cases
Files, batches, and cases your team already runs. Not a demo.
DATA
Your tenant
In your VPC. Your keys. Your retention policy.
WEIGHTS
Yours to keep
Reviewed decision data, governance policy, and tuned weights your risk team can keep.
Signed proof
The packet you keep
Sealed
Rubric run142 cases
Reviewer notes19 overrides
Export checksumsha256:7fa9
Eval
Review
Policy
Release
Signed at release gate·Evidence id EP-4187
Lineage, reviewer notes, and approval status in one signed record the next team can read — and an auditor accepts.
RELATED APPS
More fields. Same loop.
FINANCIAL
Bring the workflow you want to own.
We'll map the workflow. Pick the starting model. Standardize the step. Hand you the result.
↳ STARTS FROM
CatBoost
↳ LEAVES WITH
Reviewed decision data, governance policy, and tuned weights your risk team can keep.