Smart AI Chatbot & Assistant
Industry
Entertainment
Client
David Choi
Start Date
Sept 2023
App store URL
All-in-One AI Companion
Smart AI Chatbot & Assistant is an all-in-one mobile application that blends conversational AI, multi-model image generation, and a social space for sharing creative work. Designed for content makers and everyday users alike, the app turns advanced language and vision models into a practical, engaging toolkit for communication, creation, and community.
The app helps users chat, design, and connect while giving them full control over tone, privacy, and cost.
To Empower Creativity, Conversation, and Community, Smart AI Chatbot & Assistant Offers:
- Custom AI chat via text or voice, powered by GPT and Claude models — with mood filters, topic tuning, and response-length controls.
- Follow-up suggestions after each reply help keep conversations flowing naturally.
- Image generation using state-of-the-art models.
- Creative feed to share chat snippets, generated art, or gallery photos.
- Social interaction features like like, comment, save, and poll voting on multi-image posts.
- Smart tools for creators, tailored for quick, focused AI support.
- Multilingual assistants.
- Flexible pricing with subscriptions or a one-time lifetime unlock.
- Premium perks like unlimited usage, and multi-model image comparisons.
These features transform Smart AI Chatbot & Assistant into a practical creative companion that improves idea generation, simplifies content workflows, and builds an engaged user community.
What We Delivered to Meet Complex Product Demands
- LLM Integration : Integrated GPT and Claude with dynamic tuning for mood, topic, and verbosity via advanced prompt orchestration logic.
- Adaptive Prompt Engine : Engineered modular prompt workflows that adapt dynamically to user context, behavior, and history.
- Direct Stream Chat Interface : Implemented real-time, on-device-to-LLM streaming for low-latency, fluid conversations with immediate user feedback.
- Follow-up Generation : Enabled smart follow-up questions to keep conversations natural and engaging through tailored prompts.
- Prompt Knowledge Base : Built and maintained a vast internal prompt database that supports both UI features and backend automation.
- Speech I/O Pipeline : Built low-latency voice input/output pipeline with real-time speech recognition and natural synthesis.
- Image Model Integration : Unified Leonardo AI, DALL·E, Stable Diffusion, and Flux under a modular rendering service with intelligent model routing.
- Keyword Management System : Implemented intelligent keyword suggestions and transformations using prompt-aware semantic models.
- Image Prompt Refinement : Built a backend that expands basic keywords into detailed prompts using chained generative calls.
- Customization Suite : Allowed users to control image resolution, aspect ratio, and apply curated or AI-recommended art styles.
- Parallel Render Engine : Built a parallel processing system to render the same prompt across multiple models instantly for premium users.
- Scalable Social Feed : Built a social feed supporting multiple post types, reactions, and threaded comments for community growth.
- Interactive Engagement Layer : Integrated polls, reactions, and shareable content into a seamless, scroll-first experience.
- AI-Powered Creator Tools : Developed a toolkit with SEO scoring, tag clustering, and title suggestions via multi-agent prompt chains.
- Optimized Frontend : Delivered all features through a lightweight, reactive UI optimized for performance across devices.
- Moderation & Trust Layer : Added rule-based and ML-enhanced content filters, reporting tools, and user-blocking mechanisms.
- Billing Infrastructure : Integrated flexible subscriptions, server-side gating, and lifetime unlocks with Stripe and in-app purchase APIs.
- Multilingual Intelligence : Enabled input language detection and contextual response switching using GPT and Claude’s multilingual pipelines.
- Realtime AI Monitoring : Implemented live prompt/response tracking and performance logging for optimization and debugging.
- Usage Analytics Engine : Logged anonymized user actions to derive insights on feature adoption and usage patterns.
- Failover & Retry Logic : Built resilience into AI and media services with fallback models, retry queues, and health checks.
- Privacy-first Architecture : Ensured user data remains isolated, encrypted, and minimal—aligned with GDPR and app store policies.
Streamlined Cashback Logic
Built centralized cashback engine supporting brand-specific rates, bonuses, guidelines and reward tiers.
Brand-Level UX Requirements
Delivered per-brand custom visuals and purchase flows with dynamic layouts.
Multiple Payment Methods
Implemented dynamic payment gateway switching, including Google Pay and Apple Pay support, with flexible method-based logic.
Engagement with Offers
Introduced Instagram-style stories with time-sensitive brand promotions.
Cashback Tracking
Delivered real-time cashback summaries, purchase timelines, and transparent history logs.
Reward Redemption
Simplified redemption process with seamless integration to Apple Wallet and Google Pay.
Cashback Incentives
Designed gamified scratch cards and refer-to-earn rewards tied to brand behavior.
Social Interaction
- Built a full in-app community with posts, likes, comments, and brand-consistent UX.
Exclusive Travel Deals
- Added cashback on hotel bookings to offer a unique, cross-industry reward experience and enhance user engagement.
Structured User Posts
Integrated rich text editor with formatting, image embeds, and link previews.
User Drop-Off During Offers
- Tracked interaction flows with Mixpanel to optimize events and funnels.
AI-Driven Content Moderation
Implemented AI moderation with customised guidelines to ensure safe and relevant content.
