Public Access
The public dashboard is provided for informational, research, and non-commercial use. It displays structural viability (G) and performed-health divergence (MHI) for every FDIC-insured bank, along with validation highlights and current-quarter monitoring.
Public access does not grant rights to commercial reuse, redistribution, bulk extraction, automated scraping, or integration into institutional decision systems.
Commercial Use
Commercial use of the A/G Scoreboard, its displayed outputs, and any expanded data products requires a commercial license or prior written permission.
- Institutional use in risk, trading, lending, or advisory workflows
- Bulk extraction or automated scraping of dashboard outputs
- Redistribution of outputs to clients, subscribers, or internal teams
- Use of expanded ledger outputs, recurring deliveries, or bespoke reporting for commercial purposes
Where included in scope, institutional delivery may include both canonical Min-G and companion Mean-G outputs together with documented temporal features.
Possible Access Types
- Public dashboard: free, informational, non-commercial
- One-time custom package: quoted on request
- Recurring quarterly delivery: quoted on request
- Institutional / commercial license: quoted on request
For a fuller overview of available access paths and scoped offerings, see the Products & Services page.
Institutional delivery structure, field definitions, temporal features, and optional dual-feed reporting of both Min-G and Mean-G are described in the Institutional Delivery Schema & Data Dictionary.
Scope, permitted use, and price depend on the requested access level and intended use.
Inquiry Process
If you are interested in commercial access, send a short inquiry describing:
- your name and organization
- your intended use case
- whether you want one-time access, recurring delivery, or broader licensing
- what specific outputs or data you are interested in
Contact: ag.bank.scoreboard@gmail.com
For readers who want more detail on system construction and validation, see the Technical Brief (PDF).
Documentation
The dashboard is the entry layer. The Technical Brief is the primary methodology reference. Supporting notes provide additional detail on specific validation and design topics.
- Technical Brief (PDF) — scoring definitions, validation, limitations, current state
- Leakage / Bias Audit Memo (PDF) — construction integrity and outcome-definition analysis
- Failed-Bank Case Note (PDF) — peak-quarter snapshots of extreme-signal failed banks
- External Anchor Case Set — tier-evolution trajectories for failure and distress cases
- Walk-Forward External Validation — external-outcome results against FDIC failure and Texas-ratio distress
- Aggregation Operator Note — bottleneck axiom and four-operator comparison
- Expanded Benchmark Comparison — seven-metric comparison on internal and external targets
- Institutional Delivery Schema & Data Dictionary — delivery format, field definitions, temporal features, and dual-feed specification for canonical Min-G and companion Mean-G
Ownership
© 2026 Sanjit Singh Mehat. All rights reserved.
This page is a boundary marker for use and licensing. It does not disclose private implementation details, proprietary workflow components, or any unpublished institutional-access products.