Predict · Pricing Intelligence™ + Qualification Intelligence™
What is Northstar really paying — and what's recoverable?
Pricing Intelligence™
What does this merchant truly pay?
Stated fieldDiscount Rate 2.91%
Classified pricing modelInterchange-plus97% confidence
Effective-rate decomposition
Interchange (pass-through)~2.35%
Assessments (pass-through)~0.14%
Processor markup0.29% + $0.10
True all-in cost~2.94%
FindingThe stated 2.91% understates the real cost — the per-item and markup layers push it to ~2.94% all-in.
Reasoning categories: field classification · rate decomposition · statement corroboration.
Merchant Processing Agreement — v3Schedule A — 2025Processor Statement — Jun 2026
Evidence and reasoning categories only — the classification logic and rate tables are not shown.
Qualification Intelligence™
What is recoverable?
Current qualification88.2% of eligible volume at optimal interchange
Best attainable95.6%
Root cause43% of eligible commercial-card transactions are missing Level II data.
Estimated annual opportunity~$18,43194% confidence
Reasoning categories: transaction-level qualification · downgrade attribution · eligibility check.
Processor Statement — Jun 2026Interchange qualification reference
The qualification rules and downgrade thresholds are never exposed — only the categories of reasoning.
Predicted outcome
Northstar pays ~2.94% all-in and is leaving ~$18,431 / year on the table — recoverable by completing Level II data on commercial-card transactions. Next: what to do about it.
Act · Recommend → Approve → Execute
What should be done — and who approves it?
Recommendation
A governed action, not an automatic one
Recommended actionComplete Level II data capture on commercial-card transactions across all 14 locations.
RationaleRecovers ~$18,431 / yr in downgrade cost; affects 43% of commercial volume.94% confidence
Prerequisite checkGoverning Schedule A version confirmed ✓ — execution unblocked.
Human approval required
Nothing material executes on its own. This action needs an operator's approval before it can proceed.
✓ Approved by operator · governed action authorized
Decision intent recordedComplete Level II capture · commercial cards
Local instruction issued via Edge Integration SDK™per-location configuration update
Transmitted to processorintegration path · acknowledged
Applied at the point of saleLevel II fields now captured on eligible transactions
Reconcile · did the outcome match the prediction?
What actually happened — and why the difference?
Predicted vs observed
The honest ledger
Predicted recovery$18,431
Observed (annualized)$16,982
Variance−$1,449
Attribution
Whose variance is this?
Cause19% of eligible transactions still didn't transmit the Level II field.
Owned byThis is transmission variance — owned by Edge Intelligence™, not a prediction error.
Edge Intelligence™Transmission / execution variance ← this one
Qualification™Prediction variance
Merchant Twin™Merchant-specific learning
Knowledge Graph™Governed ecosystem knowledge
Why this matters
A perfect result would look scripted. The −$1,449 gap is real, attributed to the right layer, and it's exactly what the system learns from next.
Learn · what changes because of this?
The system learns — but stays governed.
Learning from the outcome
Memory updates, knowledge is governed
Merchant Twin™ updatedNorthstar's integration path drops Level II on ~19% of commercial transactions under specific terminal conditions.
Candidate ecosystem insightIntegration paths of this configuration may under-transmit Level II — potentially true beyond this one merchant.
Promote to governed ecosystem knowledge?
A merchant-specific outcome does not automatically become global truth. Promotion is a governed step.
→ Recorded as a provisional candidate in the Knowledge Graph™ — pending human governance, not applied globally.
The loop closes
It learned from one merchant's outcome — and nothing became ecosystem truth without governance. Observe → Predict → Act → Reconcile → Learn, and back again, a little sharper each time.
Walkthrough complete
Observe ✓ · Predict ✓ · Act ✓ · Reconcile ✓ · Learn ✓