What's shipping.
Every release, every fix, every improvement — documented honestly.
Predictive Simulation Engine — model pricing, inventory, and channel decisions before committing
Platform Security page with explicit AI deployment transparency and data sovereignty tiering
FAQ hub with 20+ honest operator-specific answers including AI learning explainer
Daily Brief AI generation latency reduced 40% through context caching
Inventory Plan scenario modeling now supports up to 8 parallel what-if configurations
Knowledge Brain semantic search — ask questions against your own uploaded SOPs and contracts
MAP Enforcement violation dashboard with channel-specific severity scoring
Reconciliation sweep now captures reimbursements 30% deeper in the Amazon ledger
Buy Box eligibility calculation corrected for multi-warehouse FBA accounts
Bring Your Own API Key (BYOK) AI deployment option — route inference through your own OpenAI/Anthropic account
Webhook event subscriptions for reorder alerts, MAP violations, and stockout risk triggers
SSO configuration now supports Okta, Microsoft Entra ID, and Google Workspace out of the box
Command Center dashboard load time reduced from 3.2s to 0.8s
Self-hosted LLM support — connect any Ollama, vLLM, or OpenAI-compatible endpoint
Walmart DSV integration now fully supported alongside WFS
ABC-XYZ classification recalculation now runs nightly (previously weekly)
Reconciliation false positive rate reduced by 18% with improved fee validation
SENTINEL AI Chat — conversational intelligence grounded in your catalog and operational data
21-module platform architecture — all modules unified under one subscription, zero feature paywalls
Immutable audit log with full staff access tracking and user action history
Complete dashboard redesign — every metric, every channel, in a single unified view