AI Product Engineering
Web platforms and mobile apps with intelligence built in, designed and engineered by one team from first sketch to app store.
Overview
Products that think, built by people who ship.
Web and mobile engineering is where Aarvik Digital started, and it is why our AI work reaches production. Intelligence has to live somewhere: in a booking app, a customer portal, a field-service tool or an online store.
We design and build AI-native products end to end: product discovery and UX, web and mobile front ends, APIs and back ends, AI features such as search, assistants, recommendations and document capture, and the cloud infrastructure to run them.
Our engineers use AI tools to move faster, but every release passes code review, automated tests and acceptance criteria agreed with you. Speed comes from the process, not from cutting corners.
When it fits
Signs your product needs AI inside it.
Competitors feel smarter
Customers now expect search that understands them, instant answers and personalised experiences.
Manual work hides behind the interface
Your team re-keys data, checks documents and answers questions the product could handle.
A legacy platform blocks progress
An old website or app is slow to change and hard to connect to modern services.
You have an idea and need a team
You need product, design and engineering working together from day one.
What ships
What we build.
Product discovery and UX
Research, journeys, wireframes and prototypes tested with real users.
Web platforms
Fast, accessible websites, portals and SaaS products on modern frameworks.
Mobile apps
iOS and Android apps, native or cross-platform, from MVP to enterprise scale.
AI features
Semantic search, in-app assistants, recommendations, document and image capture.
APIs and integrations
Back ends, payment gateways, CRMs, ERPs and third-party services, connected cleanly.
Cloud, DevOps and support
CI/CD, infrastructure as code, monitoring, security and ongoing maintenance.
Use cases
Products we engineer.
Customer apps and portals
Booking, ordering, account and service portals where customers find answers, complete tasks and get help from an in-app assistant grounded in your data, with a smooth hand-off to your team when needed.
- Web and mobile from one design system
- In-app AI assistant and smart search
- Payments, notifications and analytics
AI-powered e-commerce
Search that understands natural language, recommendations based on behaviour, generated product content reviewed by your team, and conversational shopping on web and WhatsApp.
- Natural-language product search
- Personalised recommendations
- Generated, human-reviewed product content
Enterprise and field tools
Apps for sales, operations and field teams capture photos, documents and voice notes, extract the details automatically and push clean records to your back-office systems.
- Offline-ready mobile apps
- Photo, document and voice capture
- Integration with ERP and CRM
Platform modernisation
We map the existing estate, plan an incremental migration, rebuild the parts that matter most and add APIs so new AI capabilities can plug in without a risky big-bang rewrite.
- Codebase and architecture assessment
- Incremental, low-risk migration
- An API layer for AI services
Process
How the engagement runs.
- 01
Discover
Goals, users, constraints and success metrics.
- 02
Design
Journeys, wireframes, UI and clickable prototypes.
- 03
Build
Sprints with demos, code review and automated tests.
- 04
Harden
Security, performance, accessibility and AI evaluation.
- 05
Launch
Release, app-store submission, monitoring and analytics.
- 06
Evolve
Support, maintenance and a roadmap of improvements.
Deliverables
What you keep.
- Source code and design files
- Infrastructure as code
- Test suites and CI/CD pipelines
- Technical and user documentation
- Admin access to every environment
Stack
Technology we work with.
Web
- React
- Next.js
- Node.js
- Python
- Laravel
Mobile
- Flutter
- React Native
- Swift
- Kotlin
Cloud
- AWS
- Microsoft Azure
- Google Cloud
- Docker
- Kubernetes
CMS and commerce
- WordPress
- Shopify
- Headless CMS
FAQ
Frequently asked questions
Can you add AI to our existing app?
Yes. We review your architecture and add AI features through an API layer, so your app gains search, assistants or document capture without a rewrite.
Native or cross-platform?
Cross-platform frameworks such as Flutter suit most business apps and keep one codebase. We recommend native when an app relies heavily on device hardware or platform-specific features.
Do you use AI to write code?
Our engineers use AI coding assistants to move faster. Every change still goes through code review, automated tests and security checks before release.
Do you maintain what you build?
Yes. Support and maintenance cover updates, monitoring, security patches and continuous improvements.
More capabilities
Explore other capabilities
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Use-case discovery, readiness assessments and roadmaps that end in shipped software, not slideware.
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Bounded AI agents that reason across tasks, use approved tools and move work forward with human oversight.
Learn more about Agentic AI & Autonomous WorkflowsGenerative AI & LLM Apps
Knowledge assistants, copilots and document intelligence grounded in your data, with citations and guardrails.
Learn more about Generative AI & LLM AppsData & Machine Learning
Data platforms, analytics and predictive models: forecasting, scoring, recommendations and computer vision.
Learn more about Data & Machine LearningAI Marketing & Growth
Answer-engine visibility, AI-assisted performance media, creative at scale and LinkedIn branding.
Learn more about AI Marketing & Growth