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Product Roadmap

The evolution of the IMS Enterprise AI Platform

A transparent view of what's shipped, in progress and coming next — focused on customer value and platform maturity.

Current Production Release
v6.5.0
General Availability
Released 2026-07-29
Customer benefits
  • Authoritative commercial basketOne canonical basket engine and Paddle mapping locks the commercial architecture.
  • Multi-item sandbox checkout foundationDeterministic checkout builder wired against the live Paddle sandbox.
  • Subscription lifecycle state machine11-state authoritative machine coordinates every subscription transition.
  • AI entitlement engineCentral engine resolves ALLOW / LIMITED / DENY per organization and assistant.
  • Atomic AI credit ledgerAppend-only ledger with reserve → execute → commit metering and idempotency.
  • Production runtime cutoverAI runtime now consumes credits exclusively through the ledger; opening balances backfilled.
  • Subscription allowance and credit-pack integrationMonthly allowance grants and credit-pack purchases flow through the same ledger.
  • Commercial reconciliation and monitoringRead-only reconciliation across subscription, entitlement, ledger, provisioning and Paddle surfaces.
  • Executive billing dashboard improvementsFilter lookups populate dynamically and the dashboard renders on empty datasets.
  • Global label and lookup hardeningUser-facing labels drop technical Id suffixes; controlled Country and City catalogues drive dependent selectors.
Featured capabilities
CommercialAIPlatformOperationsExecutiveUX

Release timeline

Release notes →
v6.5
Planned
General Availability · Current Production
Commercial

Commercial Platform Production Readiness

Production-ready commercial operations with authoritative subscriptions, AI entitlements, credit accounting and Paddle billing.

Completes the commercial production architecture with governed checkout, subscription lifecycle management, AI entitlement enforcement, authoritative AI credit accounting, allowance renewal, reconciliation and commercial operations monitoring.

Customer benefits
  • Authoritative commercial basketOne canonical basket engine and Paddle mapping locks the commercial architecture.
  • Multi-item sandbox checkout foundationDeterministic checkout builder wired against the live Paddle sandbox.
  • Subscription lifecycle state machine11-state authoritative machine coordinates every subscription transition.
  • AI entitlement engineCentral engine resolves ALLOW / LIMITED / DENY per organization and assistant.
  • Atomic AI credit ledgerAppend-only ledger with reserve → execute → commit metering and idempotency.
  • Production runtime cutoverAI runtime now consumes credits exclusively through the ledger; opening balances backfilled.
  • Subscription allowance and credit-pack integrationMonthly allowance grants and credit-pack purchases flow through the same ledger.
  • Commercial reconciliation and monitoringRead-only reconciliation across subscription, entitlement, ledger, provisioning and Paddle surfaces.
  • Executive billing dashboard improvementsFilter lookups populate dynamically and the dashboard renders on empty datasets.
  • Global label and lookup hardeningUser-facing labels drop technical Id suffixes; controlled Country and City catalogues drive dependent selectors.
Featured capabilities
Commercial BasketPaddle Commercial CatalogLive Paddle CheckoutSubscription Lifecycle State MachineAI Entitlement EngineAI Credit LedgerSubscription AllowancesCommercial ReconciliationCommercial Operations Dashboard
v6.4
Planned
General Availability
Operations

Enterprise Operations & Lifecycle

Governed release lifecycle, enterprise notifications and commercial operations for production-scale platform management.

Introduces governed release lifecycle management, unified enterprise notifications, notification preferences and escalation, Paddle billing foundations, subscription entitlements, tenant provisioning and commercial lifecycle operations.

Customer benefits
  • Govern releases through a controlled enterprise lifecycle
  • Deliver actionable notifications across core IMS modules
  • Give users governed notification preferences, digests and escalation
  • Strengthen subscription and tenant provisioning operations
  • Improve commercial visibility through billing lifecycle and finance dashboards
Featured capabilities
Release Lifecycle ManagementNotification CenterNotification Governance & EscalationPaddle Billing IntegrationSubscription EntitlementsTenant ProvisioningCustomer Billing PortalBilling Lifecycle AutomationExecutive Billing Dashboard
v6.3
Planned
General Availability
Intelligence

Enterprise Micro-Improvement Engine

Continuous enterprise improvement powered by governed learning, predictive intelligence and platform self-governance.

Introduces an enterprise improvement intelligence layer combining learning signals, product knowledge, governance analysis, predictive analytics, maturity assessment and executive insight.

Featured capabilities
Learning EngineProduct Knowledge GraphSelf-Governance EnginePredictive AnalyticsPlatform Maturity IndexExecutive Intelligence Dashboard
v6.2
Planned
General Availability
Platform

Enterprise Performance & Stability

Enterprise-grade performance, stability and runtime reliability across the IMS AI Platform.

Production hardening focused on platform performance, runtime stability, validation, reliability and enterprise readiness.

Customer benefits
  • Enterprise Runtime HardeningPII-free diagnostics service, correlation IDs, ring buffer, Enterprise Recovery Screen, module error boundaries and runtime health checks.
  • Lazy-load Timing MetricsPerformanceObserver-based chunk timing feeding Runtime Optimization Scanner.
  • Correlation ID Lookup & Support Package ExportSanitized JSON/CSV export with audit logging; Correlation ID lookup dialog in PIC.
  • Release Quality GateProduction build validator, Playwright runtime smoke suite and release-gate enforcement block GA on smoke failure.
  • Controlled Self-Healing & Repair EngineDiagnostic functions and Self-Healing dashboard for controlled repair of platform inconsistencies.
  • Enterprise Runtime Optimization ScannerRegistered in Platform Improvement Center → Runtime with continuous findings.
  • Runtime & Testing TabsPerformance, Health, Self-Healing, Export Audit Log and UI/Functional testing grouped under PIC.
  • Clipboard FallbackscopyText helper with execCommand fallback for restricted browser contexts, unit tested.
  • GA Gate on Runtime Smokeruntime-smoke-gate blocks GA promotion when smoke suite fails.
  • Sanitized Exports & Audit TrailPII sanitization on all diagnostic exports; every export recorded to audit log.
  • No breaking changesPhase 4 finalizes 6.2 with additive registry synchronization only.
  • Version consistency is advisoryConsistency Validator raises findings but does not block deployments.
Featured capabilities
Performance OptimizationRuntime StabilityProduction ValidationEnterprise Reliability
v6.1
Planned
General Availability
Release Management

Enterprise Release Lifecycle & Intelligence

Govern the complete enterprise release lifecycle with centralized orchestration, approvals, analytics and intelligent release guidance.

Central release lifecycle management, release registry integration, lifecycle transitions, approval and publication queues, release orchestration, release analytics, rollback, version history, roadmap synchronization and AI-powered release recommendations.

Customer benefits
  • Release Lifecycle Management
  • Releases
  • Lifecycle
  • Approval Queue
  • Publication Queue
  • Orchestration
  • Release Analytics
  • Rollback
  • Version History
  • Roadmap synchronization
  • Release Intelligence
  • Release Health Score
  • Automatic next-action recommendations
  • Current Version
  • Release Candidate
  • In Development
  • Next Planned
  • About synchronization
Featured capabilities
Release Lifecycle ManagementApproval QueuePublication QueueRelease OrchestrationRelease AnalyticsRelease IntelligenceRelease Health ScoreAutomatic Next-Action RecommendationsRollbackVersion HistoryRoadmap SynchronizationAbout Synchronization
v6.0
Planned
General Availability
Platform

Enterprise Content Orchestration Platform

Govern enterprise content from a single source of truth through controlled orchestration, publication and synchronization.

Enterprise content asset registry, source-of-truth ownership, AI-assisted content generation, release impact analysis, approval workflow, orchestration jobs, controlled publication, document generation, communication drafts and synchronized website and documentation management.

Customer benefits
  • Content Asset Registry
  • Impact Analysis
  • Orchestration Jobs
  • Communications
  • Release Dashboard
  • Extended Sync Sources
  • AI Assistant content actions
  • Publication Plans
  • Document generation workflows
  • Website synchronization
  • Platform Bible update workflow
  • Sales Presentation update workflow
  • Pricing Guide governance
  • Validation
  • Rollback
  • Audit integration
Featured capabilities
Content Asset RegistryAI-Assisted Content GenerationImpact AnalysisApproval WorkflowOrchestration JobsControlled PublicationDocument GenerationWebsite SynchronizationValidation & RollbackAudit Integration
v5.0
General Availability
GA — Shipped
Commercial

Enterprise Go-To-Market + Commercial Intelligence

End-to-end go-to-market and commercial intelligence for the whole enterprise.

Unified Brand, Marketing, Content, Lead Generation, Sales, Customer Success, Partners, Revenue, Growth and GTM Governance — with a 16-metric Commercial Intelligence Engine measuring performance across every product and organization.

Customer benefits
  • Full-funnel visibility from awareness to revenue
  • Data-driven customer success and retention
  • Predictable growth and revenue expansion
  • Executive-grade commercial insights
Featured capabilities
Brand & MarketingSales EnablementCustomer SuccessPartner EcosystemRevenue & Growth IntelligenceCommercial Intelligence Engine (16 metrics)
v4.0
General Availability
GA — Shipped
Innovation

Self-Evolving Enterprise + Continuous Innovation

A platform that continuously learns, improves and innovates with the enterprise.

Continuous Enterprise Evolution and a Continuous Innovation Platform that keep every organization improving without manual retooling.

Customer benefits
  • Continuous, measurable improvement
  • Faster innovation cycles
  • Enterprise-wide learning and evolution
  • Reduced platform maintenance effort
Featured capabilities
Continuous Enterprise EvolutionContinuous Innovation PlatformPlatform-Wide OptimizationInnovation Signals & Trends
v3.0
General Availability
GA — Shipped
Autonomy

Autonomous Enterprise Platform

Autonomous, policy-governed operations across compliance, risk and audit.

Autonomous compliance, governance, risk, audit and operations with digital workers guided by autonomy policies and human oversight.

Customer benefits
  • Automated operational workload
  • Consistent policy enforcement
  • Faster audits and remediation
  • Human-in-the-loop control at all times
Featured capabilities
Digital WorkersAutonomy PoliciesAutonomous ComplianceAutonomous GovernanceAutonomous Risk & Audit
v2.0
GA · Long-Term Support
GA (LTS) — Shipped
Intelligence

Digital Compliance Twin

A live digital twin of the entire compliance organization.

A metadata-driven, tenant-aware overlay unifying the compliance surface: Organization Model, Relationship Engine, Compliance / Process / Risk Intelligence and a Governed AI Assistant.

Customer benefits
  • Single source of truth across the enterprise
  • Explainable, governed AI recommendations
  • Faster, higher-quality decisions
  • Long-term support for enterprise stability
Featured capabilities
Organization ModelRelationship EngineCompliance IntelligenceProcess & Risk IntelligenceGoverned AI Assistant
v1.3
General Availability
GA — Shipped
AI

AI Compliance Advisor & Virtual Compliance Officer

A virtual AI Compliance Officer supporting every compliance decision.

Enterprise AI suite including Knowledge Graph, Advisory Tools, Operational AI (Risk & Auditor) and the Virtual AI Compliance Officer.

Customer benefits
  • Instant, expert-level compliance guidance
  • Consistent advice across teams
  • Automated risk and audit intelligence
  • Reduced dependency on scarce expertise
Featured capabilities
Compliance Knowledge GraphAI Advisory ToolsAI Risk & AuditorVirtual AI Compliance Officer
v1.2
General Availability
GA — Shipped
Standards

Standards Intelligence Center

A unified intelligence hub for 43+ standards and frameworks.

Update Center, Adoption Wizard, AI Impact Analysis and dashboards across 43+ frameworks.

Customer benefits
  • Always up to date with standards changes
  • Guided adoption of new frameworks
  • AI-driven impact analysis
  • Executive visibility over standards posture
Featured capabilities
Standards Update CenterAdoption WizardAI Impact AnalysisStandards Dashboards43+ Frameworks Coverage