
Every Feature We Can Build Into Your Product
From AI copilots to biometric auth, from Arabic localization to real-time analytics, this is a working index of the capabilities our engineers ship into client products every week. Use it to scope your next build.
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How to use this feature listing
This page is a living catalog of the features and capabilities we most commonly build into client products. It's designed to help you scope projects faster: pick the features you need, tell us which matter most, and we'll turn them into a roadmap with timeline and estimate.
Not sure which features fit your idea? That's exactly what our free discovery call is for. Bring this list, tell us your goals, and we'll recommend the minimum feature set that gets you to market fastest.
Core product features
The building blocks behind almost every app we ship.
Authentication & security
Email/OTP/Social login, biometric auth, 2FA, role-based access control, and end-to-end encryption.
Payments & monetization
Card wallets, Apple Pay, Google Pay, mada, Tabby/Tamara BNPL, subscriptions, and in-app purchases.
Real-time features
Live chat, video calls, location tracking, push notifications, and live order/event updates.
Search & discovery
Full-text search, filters, smart recommendations, and AI-powered discovery engines.
Analytics & dashboards
Admin panels, KPI dashboards, cohort analysis, and exportable business intelligence.
Localization & RTL
Multi-language support, Arabic-first RTL layouts, currency handling, and locale-aware content.
Mobile app features we build most often
The capabilities that ship week in, week out across our mobile delivery teams.
On-demand ordering & dispatch
Live order flows, driver matching, dispatch algorithms, and real-time tracking, the engine behind delivery and mobility products.
- ✓Live Order Tracking
- ✓Dispatch Algorithms
- ✓Driver & Customer Apps
In-app payments & wallets
Card payments, digital wallets, BNPL, and split payouts with idempotent, auditable transaction handling.
- ✓Card & Wallet Flows
- ✓BNPL Integrations
- ✓Split Payouts
Push & retention tooling
Segmented push, in-app messaging, and lifecycle triggers wired to user behavior, built to move retention curves.
- ✓Segmented Push
- ✓Lifecycle Triggers
- ✓A/B Testing
Media & streaming
Video and audio playback, live events, and adaptive streaming tuned for low-latency delivery at scale.
- ✓Adaptive Streaming
- ✓Live Events
- ✓DRM-Ready Playback
Maps & geolocation
Live GPS tracking, geofencing, route optimization, and address autocomplete across regions.
- ✓Live GPS Tracking
- ✓Route Optimization
- ✓Geofencing
Booking & scheduling
Calendars, slot management, cancellations, and reminder flows for appointments, classes, and services.
- ✓Slot Management
- ✓Smart Reminders
- ✓Waitlists
AI features, front and back
Flip a card to see what it takes to ship it for real, not as a demo.
AI Copilot
LLM assistant grounded in your data via RAG, with guardrails, evaluation sets, and usage analytics, not a raw API call.
Recommendation Engine
Collaborative and content-based ranking retrained on your event data, with cold-start handling for new users.
Document Intelligence
OCR plus LLM extraction for invoices, IDs, and forms, with confidence scoring and human-review queues for low-confidence reads.
Fraud & Anomaly Detection
Real-time scoring on transaction and behavior signals, with explainable alerts your ops team can act on.
Voice & Conversational AI
Speech-to-text, intent handling, and multilingual responses, including Arabic, wired into your support channels.
Predictive Analytics
Demand forecasting, churn scoring, and inventory prediction delivered as dashboards your team actually uses.
Advanced & differentiating features
The capabilities that make users choose your product over the rest.
AI copilots & chatbots
LLM-powered assistants, RAG knowledge bases, and conversational interfaces in English and Arabic.
Machine learning models
Fraud detection, demand forecasting, churn prediction, and personalized recommendation engines.
Computer vision
OCR document processing, object detection, image moderation, and video analytics.
Offline-first architecture
Apps that keep working without connectivity and re-sync when back online.
Progressive web app (PWA)
Installable, offline-capable web experiences with push notifications and home-screen presence.
Integrations & APIs
REST/GraphQL APIs, third-party SaaS integrations, government portals, and legacy system bridges.
The stack behind these features
Chosen per project, never dogma. The tools we reach for most.
Mobile
Swift, Kotlin, Flutter, React Native, SwiftUI, Jetpack Compose, Expo
Backend
Node.js, Python, Go, Java, FastAPI, GraphQL, Apache Kafka
AI & ML
LangChain, OpenAI, Anthropic Claude, Hugging Face, TensorFlow, PyTorch, Pinecone, Meta Llama
Cloud & data
AWS, Azure, GCP, Kubernetes, Docker, PostgreSQL, MongoDB, Redis, Elasticsearch, Snowflake
Questions about scoping features
$ moxace launch --nowFound the features you need? let's scope your build.
Book a free discovery call, bring this list, leave with a roadmap, timeline, and estimate within 48 hours.
- 01
Share your idea
a quick call, no deck required
- 02
See the live demo
every screen, admin to user
- 03
Launch with source
full code, your brand, your servers
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