As a Frontend Developer, I want to apply the global design token system including Deep Blue #003366, Gold #FFD700, Light Gray #F5F5F5, Roboto/Open Sans typography, and shared component styles across all pages, and remove unneeded pages (signup, welcome) not present in user flows.
As a Backend Developer, I want to implement FastAPI authentication endpoints including user login, JWT token generation, token refresh, session management, and logout to securely authenticate users and admins.
As a Frontend Developer, I want to implement the Home page (v2 JSX design) with NavBar, Hero section, CompassShowcase (interactive ethical compass with rotating needle and hover segments for Ethics, Compliance, Transparency, User Trust), PlatformValues, HowItWorks, TrustIndicators, LanguageAccessibility, CallToAction, and Footer sections.
As a Frontend Developer, I want to implement the Login page (v2 JSX design) with a split layout featuring a BrandPanel (animated compass, tagline) and a LoginFormPanel (email/password fields, remember me checkbox, forgot password link, guest access option).
As a Backend Developer, I want to implement FastAPI endpoints for submitting user requests, retrieving AI-generated responses, fetching user feedback history, and returning compliance status so the dashboard is fully functional.
As a Backend Developer, I want to implement FastAPI endpoints for saving and retrieving user preferences including language selection, EET timezone, LBP currency locale, profile data, and notification settings so user configurations persist across sessions.
As a Frontend Developer, I want to implement the Admin Dashboard page (v2 JSX design) with overview KPIs, recent requests summary, compliance statistics, and quick navigation links to Requests, Reports, and Logs so admins can monitor platform activity at a glance.
As a Backend Developer, I want to implement FastAPI endpoints for admin overview statistics, KPI data aggregation, and recent activity feed so the admin dashboard displays accurate real-time platform metrics.
As a Frontend Developer, I want to implement the Dashboard/overview page (v2 JSX design) with a request submission form, AI response view, user feedback display, and compliance status indicators so users can submit and track their requests.
As a Frontend Developer, I want to implement the Settings page (v2 JSX design) with a language toggle (AR/EN), locale preferences (EET timezone, LBP currency), profile settings, and notification preferences so users can personalize their experience.
As a Frontend Developer, I want to implement the Requests page (v2 JSX design) with a request review table, approve/reject action controls, flagged content filtering, and audit trail integration so admins can efficiently review and act on submitted requests.
As a Backend Developer, I want to implement FastAPI endpoints for listing all requests, approving or rejecting requests with automated audit log creation, and filtering flagged content so admin request management is fully supported and traceable.
As a Frontend Developer, I want to implement the Reports page (v2 JSX design) with a reports table showing status badges (Compliant, Flagged, Rejected), a filters toolbar, summary statistics, data charts, an export panel, and pagination so admins can analyze platform compliance data.
As a Backend Developer, I want to implement FastAPI endpoints for generating compliance reports, fetching report data with filter support, exporting reports in CSV, PDF, and Excel formats, and supporting scheduled report generation so admins have comprehensive reporting capabilities.
As a Frontend Developer, I want to implement the Logs/Audit Log page (v2 JSX design) with an audit trail table displaying admin actions, EET-formatted timestamps, action types, user references, and filtering/search controls so admins can trace all platform activity.
As a Backend Developer, I want to implement FastAPI endpoints for retrieving audit logs with filtering by date range, action type, and user, and for automatically creating log entries on request rejection and other admin actions so the audit trail is complete and queryable.
As an AI Engineer, I want to implement Litellm-based LLM routing that directs user-friendly requests to GPT 5.2 and academic/coding requests to Claude 4.5 Opus, with Langchain context management, ethical content filtering that rejects policy-violating requests with clear error messages, and full integration with the request and dashboard APIs.
As a Frontend Developer, I want to implement full RTL/LTR layout switching, Arabic translations for all UI strings, a Gold-styled language toggle pill (AR|EN), and EET/LBP locale defaults so users can seamlessly switch between Arabic and English without a page reload.

Ethical, transparent, and compliant — designed for users who demand integrity in every interaction.
Every feature, policy, and interaction on our platform is calibrated to a single guiding principle — unwavering integrity. We believe technology should earn trust, not demand it. Explore the values that form our ethical compass.
Every decision on the platform is guided by a rigorous ethical framework, ensuring fair and responsible outcomes for all users.
Automated policy enforcement and audit logging ensure every interaction meets international regulatory standards.
Full visibility into platform operations, with clear explanations for every action taken and decision made.
Built on a foundation of data privacy, secure authentication, and user-first design principles.
Every decision on our platform is guided by rigorous ethical standards and international best practices. We ensure that integrity is embedded into every layer of our technology.
ExploreNon-compliant requests are automatically flagged and logged to maintain full regulatory adherence. Our systems are built to meet and exceed compliance requirements.
ExploreUsers have complete visibility into how their data is handled and how decisions are made. Open processes and clear communication are at the heart of our platform.
ExploreTrust is earned through consistent action, not promises. We protect user data, respect privacy, and deliver reliable experiences every single time.
ExploreGetting Started
Access the platform through our secure authentication portal, available in both Arabic and English.
Use the intuitive interface to submit your request. The system guides you with clear, real-time validation.
Get compliant, transparent feedback aligned with our ethical guidelines and integrity standards.
Non-compliant requests are automatically flagged and logged.
99.9%
Platform Uptime
1M+
Users Supported
AR / EN
Bilingual Support
100%
Ethical AI Routing
The platform gave me full confidence that my data and requests are handled with the highest ethical standards. Transparency is not just a promise here — it is built into every interaction.
Platform User — Beirut, Lebanon
As an administrator, the compliance tools and automated flagging make my workflow seamless. Non-compliant requests are caught instantly, keeping our operations above reproach.
System Administrator — MISSO AB23
Switching between Arabic and English is effortless. The RTL support is flawless and the interface feels native in both languages. Finally, a platform built for our region.
Bilingual User — Tripoli, Lebanon
Our platform is fully bilingual, offering seamless support for both Arabic (RTL) and English. Every interface element, notification, and interaction is carefully crafted to feel native in both languages — ensuring no user is left behind.
Join a platform built on transparency, compliance, and user trust.
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