The Enhanced Dashboard¶
The Enhanced Dashboard is organized around the questions a risk or compliance team gets asked: Where do our AI systems stand? What needs a decision? What would we hand an auditor today? Each section answers one of them, and every number it shows comes with a How was this computed? note that says exactly what data produced it.
It's the default layout for every account. This page explains how it's laid out; the pages under Enhanced Dashboard in the navigation cover each section in depth.
The sidebar¶
| Group | Section | Use it to | Guide |
|---|---|---|---|
| Focus | Overview | See where your AI systems stand, run the readiness setup, present to a board | Overview |
| Needs Attention | Work through alerts, risks, reviews and deadlines, worst first | Needs Attention | |
| AI Systems | Model Register | Browse every governed AI system and open its dossier | Model Register |
| Assurance | Explainability, fairness and drift for a system, each with a verdict | Assurance | |
| Observability | Runtime performance, LLM & RAG activity, agents and prompt evaluations | Observability, Evaluations | |
| Evidence & Governance | Compliance & Evidence | Frameworks, controls, evidence, reports, the calendar and the audit trail | Compliance & Evidence, Reports |
| Reviews & Decisions | Review requests, board votes, the decision archive and RACI | Reviews & Decisions | |
| Risk Register | AI risks scored by likelihood and impact | AI Risk Register |
Badges on the sidebar count what's waiting: the Needs Attention queue total, your pending reviews, and open risks. The footer links to these docs, Support and Settings.
The header shows your organization, when the data was last refreshed, Search ⌘K, a theme toggle, and a bell that opens Needs Attention with the number of active alerts. When sample data is loaded, a Demo data — illustrative only label appears so nobody mistakes it for your own.
Lenses: "View as"¶
Different people read the same evidence differently. The View as menu switches the lens:
- Compliance Officer
- Data Scientist
- Executive
- Auditor
- Admin (administrators only)
A lens "changes which columns and wording lead. It never changes what you can do." For example, the Data Scientist lens leads the Model Register with drift and fairness-gap columns, the Compliance Officer lens with risk tier, evidence and attestation, and the Executive lens opens the Overview on Value & impact. Your role, not your lens, decides what you're allowed to do.
The lens also shapes report wording: see Settings → Writing style.
Roles¶
| Role | Can |
|---|---|
| Administrator | Everything, including users, API keys, framework adoption, control decisions, evidence approval, board setup and scales |
| Analyst | Work with systems and evidence, mark verdicts reviewed, file evidence, and propose readiness changes for an administrator to confirm |
| Viewer | Read everything they have access to |
Some actions depend on more than your role. You can't vote on a review request you raised, and voting needs two-factor authentication and an authenticator code. See Reviews & Decisions.
Search and commands (⌘K)¶
Press ⌘K (macOS) or Ctrl+K (Windows, Linux) to open Quick Actions. Type to search:
- Systems, controls, generated reports and review requests, by name
- Commands, such as Generate board pack, Open framework gaps for each framework, or Take the product tour
- Create entries: register a model, create an alert rule, generate a report
- Navigation and Settings & Help
Keyboard shortcuts¶
| Keys | Action |
|---|---|
g then o |
Go to Overview |
g then a |
Go to Needs Attention |
g then r |
Go to Model Register |
g then e |
Go to Compliance & Evidence |
g then v |
Go to Reviews & Decisions |
⌘K / Ctrl+K |
Search and run commands |
? |
Show the keyboard shortcuts list |
Saved views¶
On the Model Register and the Needs Attention queue, set the filters and columns you want and choose Saved views → Save current view.... Saved views are:
- private to you
- kept per lens, so your Auditor views and Data Scientist views stay separate
- synced across your browsers
- limited to 25 per account across all screens
"How was this computed?"¶
Every tile, verdict and chart that summarises your data has a How was this computed? control. It says which records were counted, over what period, and with what method. When there isn't enough data, the dashboard says Not instrumented, Not available or Assessment not started instead of showing a number. WhiteBoxXAI never fills a gap with an estimate.
Product tour¶
The product tour walks through Overview, Needs Attention, Model Register, Assurance, Observability, Compliance & Evidence, Reviews & Decisions, and search and shortcuts. Start it from ⌘K → Take the product tour or Settings → Sample data & tour.
Enhanced and Classic layouts¶
The Classic layout, the dashboard before the Enhanced redesign, remains available for now.
- Switch to Classic: avatar menu → Switch to Classic layout, or Settings → Preferences → Layout → Classic layout.
- Switch to Enhanced: the Try the new layout button in the Classic header (shown on wider screens), or Settings → Preferences → Layout → New layout.
Your choice syncs to your account. Links to Classic pages open the matching Enhanced section or tab when you're on the Enhanced layout, so bookmarks keep working.
Preferences¶
Settings → Preferences sets your layout, default lens, theme (Light, Dark or Match my device) and density (Comfortable or Compact). See Settings for every pane.