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Governance Dashboard
Live persistence + AI telemetryQuestionWhat is the current architecture governance posture across the organization?
Real-time visibility into architecture reviews, compliance, and AI usage across your engineering organization.
Read-only demo
Public
PD
Active Findings by Severity
Active Findings by Architecture Category
Review Volume Trend
✦ AI Usage & Cost Analytics
Token Usage by Component
Top Token Consumers (Users)
Cost by Repository
Prompt vs Completion Tokens
Daily Token & Cost Trend
⌘ Top AI Consumers
▧ Recent Reviews
⌘ Top Associated Standards
Enterprise governance
Enterprise Organization
QuestionWho can govern what, and how is governance scope assigned across the organization?
Manage users, teams, governed repositories and scoped role assignments, with access resolved from enterprise identity and governance scope.
Identity & access
Effective Governance Scope
Governance scope is resolved from the signed-in Entra identity.Resolved governance persona
Authenticated Governance Persona
Enterprise identity is translated into governance authority, organizational scope, and product access.Accessible product areas
Governance Surface Access
These areas and actions are resolved from the signed-in role and governed scope.Visible Teams
Enterprise Users
Scoped Repositories
Repositories visible through governance authorization. A scoped repository may have no architecture-review activity yet.
Enterprise administration
Users, Teams, Repositories & Assignments
Administration requires Governance Admin permission.Portfolio governance
Portfolio Governance Posture
QuestionWhat is the overall architecture governance posture across the portfolio?
Executive view of organization-wide governance posture, coverage, recurring patterns, and accountability. Use Risk to prioritize current exposure and Drift & Debt to understand trajectory over time.
Live governance aggregation
Organization posture
Governance Posture by Team
Compare governance coverage and current posture across accountable teams. This is an organizational view, not a repository risk ranking.No team governance evidence is available.
Recurring patterns
Recurring Finding Categories
Repeated findings reveal organization-wide architecture themes that may require standards, enablement, or platform action.Coverage & activity
Portfolio Governance Activity
A compact view of how much of the engineering portfolio is represented in persisted governance evidence.Architecture risk
Architecture Risk Dashboard
QuestionWhere is architecture risk concentrated across the portfolio, and why?
Prioritize architecture attention using deterministic, explainable governance signals from persisted reviews, findings, and exceptions.
Explainable governance risk
Portfolio exposure
Repository Architecture Risk
Risk scores are deterministic governance indicators, not predictions. Select a repository to see exactly what contributes to the score.Low 0–24Medium 25–49High 50–74Critical 75–100
No repository governance evidence is available.
Explainable risk evidence
Repository
Every point in the score is traceable to current governance evidence.Architecture drift & debt
Architecture Drift & Debt
QuestionHow is each repository’s architecture posture changing over time, and where is debt accumulating?
Turn persisted governance history into long-term architecture signals: compliance drift, accumulated debt, recurring patterns, exception pressure, and remediation priority.
Persisted governance history
Historical posture
Repository Compliance Drift
Compare the earliest and latest persisted review evidence for each repository. Negative movement indicates governance drift; positive movement indicates recovery.No historical repository review evidence is available.
Debt pressure
Architecture Debt by Repository
Debt units combine unresolved finding severity, age, recurring categories, and governed exceptions. They prioritize remediation; they are not financial estimates.Remediation backlog
Architecture Debt Backlog
Actionable debt grouped from current unresolved findings. Select an item to inspect the source governance finding.No current architecture debt items are available.
Repository history
Repository
Persisted review history and the governance signals contributing to current architecture debt.Cross-repository intelligence
Cross-Repository Architecture Intelligence
QuestionWhat architecture patterns, risks, and standards are recurring across multiple repositories?
Identify systemic architecture patterns that repeat across repositories, teams, and standards so architects can distinguish local defects from enterprise-wide concerns.
Explainable portfolio intelligence
Systemic patterns
Architecture Patterns Across Repositories
A pattern becomes systemic when the same active finding category appears in more than one repository. Select a pattern to inspect its evidence and blast radius.No multi-repository architecture patterns are currently present.
Policy blast radius
Standards with Cross-Repository Exposure
Standards referenced across multiple repositories can reveal policy areas that need platform guidance, enablement, or coordinated remediation.Repository relationships
Shared Architecture Signals
Repository pairs are connected when they share active architecture finding categories. Stronger overlap suggests a potentially systemic concern rather than isolated implementation debt.No shared repository signals are currently present.
Systemic evidence
Architecture Pattern
Trace the pattern to repositories, teams, findings, and current governance disposition.Organization governance
Teams
QuestionWhich teams own the repositories and governance issues that need attention?
Connect enterprise governance signals to the teams and repositories responsible for acting on them.
Organization + review history
Team comparison
Governance Posture by Team
Select a team to compare its repositories, findings and exceptions.No active teams are available.
Team governance detail
Team
Repository-level evidence for the selected team.Governance workflow
Architecture Reviews
QuestionWhat did ArkSentinel conclude about each architecture review?
Inspect persisted ArkSentinel architecture reviews, risk, compliance, findings, standards, and recommendations.
Architecture Review Explorer
Loading persisted reviews…New governance review
Run Architecture Review
Review a governed change using your current Entra identity and repository scope.No persisted architecture reviews found.Run an ArkSentinel architecture review and it will appear here automatically.
Review detail
Architecture Review
Human governance
Decision Queue
Loading persisted approval decisions…No governance decisions found.Reviews requiring human approval will appear here.
Architecture risk
Findings
QuestionWhat architecture issues are active, resolved, or recurring across governed repositories?
Inspect persisted ArkSentinel findings across repositories and reviews, then drill into evidence, standards, and recommendations.
Architecture Findings Explorer
Loading persisted findings…No persisted architecture findings found.Run an ArkSentinel review that produces findings and they will appear here automatically.
Finding detail
Architecture Finding
Governance workflow
Exceptions & Waivers
QuestionWhich governance deviations are pending, approved, rejected, or expired?
Request, review, approve, renew, and audit governed architecture exceptions without removing the underlying finding.
Governance Exceptions
Loading persisted exceptions…No governance exceptions found.Open a finding and choose Request Exception to create the first governed waiver.
Proactive governance
Upcoming Exception Expirations
Time-bound exceptions already contain a known future governance obligation. ArkSentinel surfaces the next expiry and reminder window before the waiver becomes overdue.No upcoming approved exception expirations.Approved time-bound exceptions will appear here automatically.
Architecture debt signal
Exception Concentration
Repeated or concentrated deviations can reveal architecture debt that is becoming systemic.By repository
By team
By finding category
Exception detail
Governance Exception
Policy coverage
Architecture Standards
QuestionWhich architecture standards are in force, and where are they being applied?
Manage governed enterprise standards, their versions and lifecycle, and see where those policies are applied across persisted reviews.
Managed Enterprise Standards
Loading governed standards…Governed standards are versioned enterprise policies. Published versions are immutable; editing a published standard creates a new Draft version.
No managed standards yet.Create the first architecture policy to begin centralized governance.
Standards by Category
Loading category coverage…
Recent Policy Changes
Immutable governance audit trailNo policy changes recorded yet.Create or change a managed standard to populate the audit trail.
Governed policy
Architecture Standard
Policy administration
New Architecture Standard
Architecture Standards Explorer
Loading persisted standards…Associated findings are counted from reviews where the standard was selected. ArkSentinel does not yet persist a one-to-one finding-to-standard link, so this page avoids presenting that association as an exact violation count.
No persisted architecture standards found.Run an ArkSentinel review that retrieves standards and they will appear here automatically.
Standard detail
Architecture Standard
ADR Governance
Architecture Decision Records
QuestionWhich architecture decisions are in force, and are implementations complying with them?
Govern architecture decisions and continuously surface adoption evidence, review risk, architecture drift, and debt across their repository scope.
Decision registry
Enterprise ADR Registry
Loading architecture decisions…ADR intelligence connects accepted ADRs to persisted repository review evidence, compliance trend, findings and architecture debt. Intelligence is deterministic and traceable; ArkSentinel does not infer implementation compliance from ADR prose alone.
No architecture decisions yet.Create the first ADR to establish governed architecture decision memory.
Implementation evidence
ADR Adoption & Coverage
Accepted ADRs compared with persisted review evidence across their repository scope.No accepted, repository-scoped ADRs are available yet.
Architecture divergence
ADR Drift Watch
Scoped repositories with worsening compliance, current findings, or architecture debt.No ADR drift-risk signals are currently visible.
Lifecycle posture
Decision Lifecycle
Current ADR distribution across governance states.Decision assurance
Review & Renewal Risk
Accepted decisions that are overdue or approaching their next governance review.No accepted ADR review obligations are due in the next 90 days.
Decision history
Recent ADR Changes
Immutable architecture decision and approval trail.No ADR history has been recorded yet.
Architecture decision
ADR
Decision administration
New Architecture Decision
Portfolio view
Repositories
QuestionWhat is the current governance posture of each repository?
Compare persisted review activity, architecture risk, findings, standards coverage, and governance health across repositories.
Repository Governance Portfolio
Loading persisted repositories…No persisted repositories found.Run an ArkSentinel architecture review with a repository ID and it will appear here automatically.
Repository detail
Repository
AI Governance Economics
AI Governance Economics
QuestionWhat does AI-assisted governance cost, and where is that consumption occurring?
Understand how much AI governance is being consumed, where the spend occurs, and which operations drive token usage, cost, and latency.
Loading configurable AI rate card…
Spend concentration
Cost by Repository
Which codebases are consuming the most AI governance spend.Workload economics
Cost by Component
AI spend across architecture-review and governance components.Invocation source
Cost by Review Trigger
Understand which automated or human-triggered workflows generate AI spend.Token economics
Prompt vs Completion Tokens
Input/output token mix behind the current filtered AI spend.Traceable economics
AI Operations
Loading persisted AI usage…Every row is persisted AI telemetry. Estimated cost uses the configured ArkSentinel rate card and remains traceable to repository, review trigger, component, model, tokens, and latency.
No persisted AI usage found.Run an AI-backed ArkSentinel review to populate this page.
Organizational attribution
AI Cost by Team
Repository ownership maps AI consumption to accountable engineering teams.Developer attribution
PR Author Attribution
Select a team to trace spend back to GitHub pull-request authors.Model economics
Model Usage
Compare operations, tokens, cost, and latency across AI models.Repository efficiency
Governance Unit Economics
AI cost normalized by reviews, findings, and approved exceptions.Consumption outliers
High-Cost Operation Spotlight
Surface expensive, token-heavy, and slow AI operations for optimization.Most expensive
Highest token usage
Highest latency
Budget governance
Team AI Budgets
Compare team-attributed AI spend with ArkSentinel planning budgets and escalation thresholds.Planning budgets are deterministic guardrails for governance operations; they are not Azure billing limits.
Month-end outlook
AI Spend Forecast
Project month-end AI spend from the selected persisted telemetry window.Spend trajectory
AI Cost Trend
Daily persisted AI spend and token consumption across the selected period.Governance value
Cost vs Governance Posture
Compare repository AI spend with review coverage, compliance, findings, exceptions, and current architecture pressure.FinOps guidance
Economics Efficiency Insights
Deterministic signals highlight where architects may investigate spend, coverage, or governance pressure. They do not make architecture decisions.Developer enablement
Developer Guidance
QuestionWhat governance context should guide this implementation or remediation?
Select the repository and optional governing artifacts first. ArkSentinel will resolve the applicable Standards and ADRs before you enter the AI guidance workspace.
Step 1 · Establish context
Design & Remediation Context
Ask before coding, or open a GitHub violation here for standards-grounded remediation help.No specific finding selected. Use this proactively before you code.
1
Choose governance scope
Identify the repository and optionally focus the guidance on a Standard or ADR.2
Review resolved governance
ArkSentinel resolves the rules and decisions that apply to the selected repository.Enter a repository to load applicable standards and ADRs.
Developer enablement · AI workspace
Ask ArkSentinel AI
QuestionHow should I implement or remediate this change while satisfying the applicable architecture governance?
Work in a full-width AI conversation grounded in the repository, Standards, ADRs, and review evidence selected in Developer Guidance.
Standards-grounded
Standards-grounded conversation
Ask for design guidance, remediation steps, implementation patterns, or a pre-PR checklist.Ask before you implement.ArkSentinel will ground the conversation in the active repository context and its applicable Standards and ADRs.
Proactive architecture intelligence
Standards Recommendations / AI Architect
QuestionWhat architecture improvements should teams consider next, and why?
Turn explainable architecture recommendations into governed draft Standards and ADRs, with traceable evidence and an architect decision trail.
Governed recommendation workflow
Recommendation inbox
Architecture Recommendations
Loading architecture recommendations…Recommendations are generated from persisted ArkSentinel reviews, findings, repositories, standards, and ADR scope. Architects can create governed drafts, defer, dismiss, or reopen recommendations; every action is retained in the decision trail.
No recommendations match the current filters.As governance evidence accumulates, ArkSentinel will surface recurring patterns and architecture attention areas here.
Architect decision trail
Recommendation Actions
Append-only history of draft creation, defer, dismiss, and reopen decisions.No architect actions recorded yet.Actions taken from the recommendation inbox will appear here.
Compliance evidence
Compliance / Evidence Reports
QuestionCan we prove that governance controls were applied and satisfied?
Generate an audit-ready evidence snapshot from persisted ArkSentinel governance data.
Report builder
Evidence Scope
Select the organizational scope and evidence period, then generate a point-in-time governance report.The report is generated from persisted reviews, findings, exceptions, approvals, ADRs, standards, audit events, and the current repository drift/debt posture. Audit-readiness checks flag missing rationale, approvers, expiry dates, review evidence, and decision history. Exported files contain no credentials or secrets.
Executive reporting
Portfolio Comparison & Change
Compare governed scopes, review compliance trend, and show what changed since the last saved evidence snapshot.No executive summary yet.Generate an evidence report to calculate comparison and trend insights.
Comparative Governance Posture
Relative posture for repositories, teams, or architecture domains.Compliance Trend
Average persisted review compliance over the selected period.What Changed Since Last Snapshot
Compares this report with the latest saved snapshot for the same scope.Report Snapshot History
Durable organizational history stored by ArkSentinel.Generated evidence package
Compliance Evidence Report
Generate a report to create an evidence snapshot.No evidence report generated yet.Choose a scope and date range above, then generate the report.
Operational readiness
Operations & Health
QuestionIs ArkSentinel healthy and ready to enforce governance reliably?
Monitor ArkSentinel runtime health, persistence readiness, authentication mode, AI activity, and pending governance work.
Health Checks
Loading runtime health…Integration Readiness
Configuration readiness for the governance pipeline. These indicators do not replace external synthetic monitoring.Support telemetry
Operational Diagnostics
Loading fast support diagnostics…Failure evidence
Recent Runtime Failures
Process-local support evidence. Durable traces and dependencies remain in Application Insights.No recent runtime failures.The local diagnostics tracker has not recorded recent 5xx responses.
Governance memory
Governance Audit Trail
Loading durable governance history…Reconstruct why a governance decision happened by tracing the persisted review, exact policy versions, accountable approval, exception lifecycle, and delivery outcome.
No audit records match the selected filters.Adjust the audit filters or run governed activity to create new evidence.
Select an audit event to inspect its persisted evidence and open the related governance record.
Administration
Settings
QuestionHow is ArkSentinel configured for enterprise governance and administration?
Enterprise governance administration is now connected to live ArkSentinel persistence and authorization.
Appearance
Choose how ArkSentinel looks. Your preference is applied instantly and remembered on this browser.
Enterprise Organization
Manage users, teams, repositories, memberships, ownership and scoped roles.
Open Enterprise AdminGovernance Policies
Manage versioned architecture standards and policy lifecycle.
Open StandardsOperations
Inspect runtime health, persistence and enterprise governance operations.
Open OperationsSafe configuration state