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Command

Product Roadmap - Command

Future work: claims, VA questions, money.

Command Roadmap

Future work: claims, VA questions, money.

1

Admin & Management

Admin Dashboard
COMPLETED
HIGHMEDIUM CMPLX

Complete admin dashboard for managing users, subscriptions, and feedback with filtering, status tracking, and real-time stats.

Feedback System Enhancements
COMPLETED
HIGHMEDIUM CMPLX

Enhanced feedback system with email notifications, status tracking (new/in-progress/resolved), admin response functionality, and user notifications.

2

Education Platform

Course Content System
COMPLETED
HIGHMEDIUM CMPLX

Comprehensive course viewer with 6 modules covering VA benefits, modular curriculum structure, lesson navigation, and progress tracking.

Course Authentication System
COMPLETED
HIGHMEDIUM CMPLX

Course access verification with Supabase auth, proper redirect to login for unauthenticated users, and course access checking.

3

AI-Powered Features

Voice Agent Rate Limiting
COMPLETED
HIGHLOW CMPLX

Rate limiting for voice agent sessions using the same checkRateLimit() function as AI agent, with proper 429 responses and rate limit headers.

Chat History UI
COMPLETED
HIGHMEDIUM CMPLX

Sidebar UI with conversation list, conversation switching and deletion, and backend API for saving/loading conversations.

4

Platform Foundation

User Authentication & Data Security
COMPLETED
HIGHMEDIUM CMPLX

Secure user accounts and protected personal data across Command.

Grok 4 Fast API Integration
COMPLETED
HIGHMEDIUM CMPLX

Integrated the Grok 4 Fast API into Command chat for low-latency guidance and tool-calling workflows.

5

Phase 5: AI-Powered Features

Your VA Claims
PLANNED
HIGHHIGH CMPLX

Live preview from VA Benefits Claims API - Real-time access to your VA benefits claims status and information.

Advanced Notification System
PLANNED
HIGHMEDIUM CMPLX

Multi-channel notifications (email, SMS, push) with smart scheduling, quiet hours, and personalized alert preferences.

Voice-First Claims Assistant
PLANNED
HIGHMEDIUM CMPLX

Complete voice interface for claims filing with natural language processing, voice-to-text transcription, and hands-free navigation.

AI-Powered Knowledge Base
PLANNED
HIGHMEDIUM CMPLX

Dynamic knowledge base that learns from veteran interactions and provides personalized, context-aware guidance.

Reddit Dataset Integration for AI Agent
COMPLETED
HIGHMEDIUM CMPLX

Scrape and integrate r/veteransbenefits Q&A dataset to provide AI agent with real-world context. Includes automated scraping, full-text search, and automatic tagging of posts by topic (disability, C&P, DD-214, etc.).

Veteran Mentorship Network
PLANNED
HIGHHIGH CMPLX

Structured mentorship program connecting veterans with similar experiences, service branches, and claim types.

Predictive Deadline Management
PLANNED
HIGHMEDIUM CMPLX

AI-powered deadline prediction and management with automatic extension filing and proactive compliance alerts.

Claims Analytics Dashboard
PLANNED
HIGHMEDIUM CMPLX

Advanced analytics showing claim success patterns, VA processing trends, and personalized success probability modeling.

Integrated Health Records
PLANNED
HIGHHIGH CMPLX

Secure integration with VA health systems for automatic medical evidence gathering and claim support.

Comprehensive Benefits Optimizer
PLANNED
HIGHMEDIUM CMPLX

AI-driven benefits optimization that considers all available programs, eligibility stacking, and maximum benefit utilization.

Smart Evidence Discovery
PLANNED
HIGHMEDIUM CMPLX

AI-powered evidence gathering that proactively identifies relevant documents, witnesses, and supporting materials.

Multi-Language Veteran Support
PLANNED
MEDIUMMEDIUM CMPLX

Complete localization for Spanish, Vietnamese, Korean, and other languages spoken by veteran communities.

Predictive Career Transition
PLANNED
HIGHMEDIUM CMPLX

AI-powered career counseling and transition support with veteran-specific job matching and skills assessment.

Education Benefits Maximizer
PLANNED
MEDIUMMEDIUM CMPLX

Comprehensive GI Bill optimization with school selection, degree planning, and stipend management.

Home Loan Assistance Hub
PLANNED
MEDIUMMEDIUM CMPLX

Complete VA home loan support including pre-approval, lender matching, and purchase assistance.

Appeal Strategy Optimizer
PLANNED
MEDIUMMEDIUM CMPLX

Advanced appeal strategy engine that analyzes case law, success rates, and recommends optimal appeal pathways.

Real-time Claims Radar
PLANNED
HIGHHIGH CMPLX

Push notifications and digest emails for VA status changes powered by the upcoming live data sync service.

VA Form Submission Hardening
PLANNED
MEDIUMMEDIUM CMPLX

Productionize the new VA submission pipelines with better metrics, retries, and sandbox-to-prod parity before opening access broadly.

BYOK Reliability & Usage Guardrails
PLANNED
HIGHLOW CMPLX

Tighten encryption, validation, and usage tracking for bring-your-own-key flows so heavy chat users stay under quota without surprises.

Claims & Records Sync Service
PLANNED
HIGHMEDIUM CMPLX

Foundational service that keeps disability ratings, DD-214 extracts, and award letters current so the assistant always has trusted context.

PDF Workflow Observability
PLANNED
MEDIUMMEDIUM CMPLX

Deep instrumentation across Smart Autofill, draft autosave, and submission modals to catch regressions before they hit production.