AI Support Assistant
A 24/7 in-app assistant that answers from your own docs (RAG), deflects tickets and hands off to a human when it matters.
Claude · RAG · Chat
AI App Development
Build an app that
thinks.
AI is no longer a feature you bolt on — it's the reason users pick one app over another. We build React Native apps with Claude & GPT inside, from smart assistants to prediction engines. Here are the ideas, and how we ship them.
3×Higher engagement when AI removes a manual step users hate
6wkFrom idea to a working AI feature in users' hands
∞Models improve over time — your app gets smarter without a rebuild
Ideas worth building
12 AI app ideas
that actually convert.
Not "AI for AI's sake" — each of these solves a real, billable problem. Pick one, or bring your own and we'll scope it.
Hover an idea →
Each node is one of the 12 ideas. Pick one to see what it looks like in an app.
01 02 Predictive Pricing
AI fare / price prediction based on demand, time and traffic — like we've built for ride-hailing clients. Transparent pricing users trust.
ML · Forecasting
03 Smart Matching Engine
Pair people, jobs, venues or products by intent — not keywords. Embeddings + ranking that gets better as data grows.
Embeddings · Vector DB
04 Document & Receipt Scanner
Snap a photo → AI extracts, classifies and files it. Invoices, IDs, receipts, forms — OCR plus an LLM that understands context.
Vision · OCR · LLM
05 AI Voice Assistant
Hands-free, natural-language control of your app. Speech-to-text, intent, and an LLM that actually does the task.
Voice · STT · Agents
06 AI Health & Fitness Coach
Personalised plans, form feedback and check-ins that adapt to the user — coaching that feels one-to-one at scale.
Personalisation
07 AI Content Generator
Captions, listings, replies, summaries — on-brand content generated in-app so users ship faster and stay longer.
GPT · Claude
08 AI Analytics & Insights
Turn raw data into plain-English insights and next actions — a "talk to your data" layer on dashboards.
RAG · Analytics
09 AI Sales Co-pilot
Lead scoring, follow-up drafting and call summaries inside your CRM app — reps sell, AI handles the admin.
Agents · Automation
10 AI Tutor / LMS
Adaptive lessons, instant Q&A and auto-graded practice — like the gamified LMS we built for a retail platform, with an AI that meets each learner.
Education · RAG
11 AI Shopping Concierge
Natural-language product discovery and recommendations that lift basket size and cut returns.
Recommendations
12 AI Moderation & Safety
Real-time content moderation, fraud signals and SOS triage — keep your community and platform safe at scale.
Classification · Trust
How we ship AI
From idea to a smart
app in four moves.
01
Define the win & the eval
We start from the outcome — the manual step to kill or the metric to move — and write the test cases that prove the AI works before we build it.
02
Pick the right model & pattern
Claude or GPT, RAG vs fine-tune, on-device vs cloud, single call vs agent. We choose for accuracy, latency and cost — not hype.
03
Build into React Native + MERN
The AI ships inside a real product — clean UX, a MERN backend, vector store, caching and guardrails for when the model is wrong.
04
Measure, ship, improve
Instrumented from day one — cost, latency and quality visible. We launch behind a human-in-the-loop, then expand as the data earns trust.
Where the market is moving
What everyone's
searching for in 2026.
High-intent demand around React Native & AI — the conversations we're having with founders every week.
- AI app development
- React Native AI integration
- ChatGPT app development
- Claude API integration
- build an AI app
- AI chatbot for business
- LLM app development
- AI agent development
- on-device AI mobile
- cross-platform app development
- hire React Native developers
- AI SaaS development
- RAG application development
- AI MVP development
- React Native vs Flutter
Try it yourself
Can AI Build My App? An Honest 2026 Answer for Founders
An interactive tool from our guide. Read the full guide →
Interactive · 5 questions
What are you trying to find out right now?
Question 1 of 5
Got an AI idea?
Let's see if it's worth building.
30 minutes with a senior engineer who ships AI for a living. We'll tell you honestly whether AI is the right call — and what it takes.
Free guides & tools
Scope it before you build it.
Start here
Scope your AI feature.
Describe the feature in one line. We’ll tell you honestly whether AI is the right tool for it — including when it isn’t.
AI features from $1,000 · AI-powered MVP apps from $3,500
Common questions