Native development: Swift/SwiftUI (iOS), Kotlin/Jetpack Compose (Android)
Kotlin Multiplatform: share up to 80% code logic while keeping UX native
Offline-first: local-first databases, sophisticated sync when connectivity restored
IoT integration: BLE provisioning, Wi-Fi setup, device control, OTA management
Enterprise security: biometric auth, secure storage, API encryption
Proven at scale: 50+ apps deployed, 10M+ downloads, 4.8+ star ratings
OVERVIEW
ENTERPRISE MOBILE APPLICATIONS
Mobile is the primary interface for digital interaction users expect
- Instant response: <500ms latency for UI interactions
Offline capability: work without internet (then sync when connected)
Intuitive UX: native feel for each platform (iOS looks like iOS, Android like Android)
Security: biometric authentication, encrypted data storage
Reliability: zero crashes, data integrity, graceful error handling
At Akhila Labs, we engineer enterprise-grade mobile solutions balancing speed-to-market with code quality.
Core Mobile Engineering Competencies
Native Development Mastery
- iOS: Swift, SwiftUI (declarative UI), Combine (reactive programming), networking
Android: Kotlin, Jetpack Compose, Jetpack libraries (Room, LiveData, ViewModel)
Platform-specific expertise (Push notifications, background tasks, device sensors)
Kotlin Multiplatform Architecture
We structure projects with shared logic layer
- Shared module: networking, data persistence, business logic, algorithms
Platform modules: iOS (Swift), Android (Kotlin) for native UI
Typical result: 70-80% shared code, 20-30% platform-specific
Offline-First Database Design
Real-world apps experience intermittent connectivity. We implement:
- Local SQLite (iOS) / Room (Android) as primary store
Sophisticated sync engines handling conflicts
Optimistic UI updates (respond instantly, sync later)
Queue-based operations (retry failed requests automatically)
IoT Companion Applications
Because of our embedded DNA
- BLE provisioning: securely onboarding IoT devices onto Wi-Fi
Device control: real-time commands to hardware
Data visualization: graphing sensor streams with high-performance charting
OTA management: firmware updates triggered from app
Cloud Integration & Real-Time Sync
Apps need cloud backends
- REST APIs, GraphQL for efficient data fetching
Real-time sync: WebSocket for live updates
Push notifications: Firebase Cloud Messaging (Android), APNs (iOS)
User authentication: OAuth 2.0, biometric auth
Enterprise Security
- Biometric authentication: Face ID (iOS), fingerprint (Android)
Keychain/Keystore: secure credential storage
Certificate pinning: prevent man-in-the-middle attacks
Data encryption: sensitive data encrypted at rest
API security: OAuth 2.0, API key rotation
DIFFERENTIATORS
KEY DIFFERENTIATORS
Native-First, Not Framework First
We don’t force cross-platform frameworks.
We choose native when performance matters,
KMP when code efficiency matters, Tools serve architecture, not the reverse.
Cloud Integration Mastery
Seamless backend integration: REST, GraphQL, real-time sync, push notifications, user authentication. Apps and cloud work as one system.
Ahmedabad Advantage
Because we do embedded systems and IoT, we understand hardware constraints. Our mobile apps are optimized for real-world devices, not just high-end flagships.
Offline-First Architecture Expertise
Intermittent connectivity is reality, not edge case. We design apps that work offline and sync seamlessly—critical for field service, healthcare, remote operations.
Performance Obsession
We profile every millisecond: startup time (<2s target), frame rate (60 fps), memory (no leaks), battery (minimal drain). Performance is a feature.
IoT Integration DNA
Unlike pure-play mobile shops, we excel at hardware integration. BLE provisioning, Wi-Fi setup, device control—we handle the complexity that generic frameworks struggle with.
Beautiful, Intuitive UX
We work with UX designers to create interfaces users love. Not just functional—delightful.
Overview
Technical Capabilities Deep Dive
Android Development
- Kotlin: modern language for Android
- Jetpack Compose: declarative UI
- Material Design: Google's design system
- Room: local database ORM
- WorkManager: background task scheduling
- Firebase: notifications, analytics, crash reporting
- Android Wear: smartwatch development
Cross-Platform Frameworks
- Kotlin Multiplatform: shared logic, native UI
- Flutter: full cross-platform (when performance allows)
- React Native: rapid prototyping (with caveats)
Cloud & Backend Integration
- REST APIs: standard HTTP
- GraphQL: efficient queries
- WebSockets: real-time communication
- Firebase: real-time DB, auth, functions
- AWS Amplify: managed backend
Local Data & Sync
- SQLite: lightweight relational DB
- Realm: mobile-optimized NoSQL
- Firebase Local Cache: offline-first DB
- Sync engines: conflict resolution, incremental sync
Authentication & Security
- OAuth 2.0 / OpenID Connect
- Biometric authentication
- Keychain/Keystore: secure storage
- Certificate pinning
- Data encryption: at-rest and in-transit
Push Notifications
- APNs (iOS), FCM (Android)
- Rich notifications: interactive
- Scheduled notifications: local time-based
TECHNOLOGY STACK
iOS Development
Xcode: official IDE
Swift, SwiftUI, UIKit
CocoaPods, SPM: dependency managers
Alamofire, Moya: networking
Combine: reactive programming
Android Development
Android Studio: official IDE
Kotlin, Jetpack Compose
Gradle: build system
Retrofit, OkHttp: networking
Coroutines: async programming
Backend & Cloud
Node.js/Express, Python/FastAPI
AWS Lambda, Azure Functions
Firebase, AWS Amplify
PostgreSQL, MongoDB, Firebase Realtime DB
Testing & CI/CD
XCTest (iOS), JUnit (Android)
TestFlight, Firebase App Distribution
GitHub Actions, GitLab CI
Sentry: crash reporting
Analytics & Monitoring
Firebase Analytics
Sentry, Crashlytics
Amplitude, Mixpanel
Custom analytics
INDUSTRIES SERVED
Healthcare
Applications:Patient monitoring, telehealth, wearable tracking
Key Requirements:HIPAA compliance, HealthKit, real-time alerts
IoT & Smart Home
Applications:Device control, automation, monitoring
Key Requirements:BLE integration, HomeKit/Google Home, real-time control
Fintech
Applications:Payments, investments, banking
Key Requirements:Biometric auth, offline transactions, PCI compliance
Field Service
Applications: Work orders, inspections, tracking
Key Requirements:Offline-first, GPS tracking, photo capture
Retail & E-Commerce
Applications:Shopping, checkout, loyalty
Key Requirements:High performance, smooth experience, payments
Social & Messaging
Applications: Chat, communities, notifications
Key Requirements:Real-time sync, push notifications, offline messaging
CASE STUDY EXAMPLES
Akhila Labs supports a wide spectrum of healthcare and wellness applications:
Model 1: End-to-End Mobile App Development
Best For: Companies building new apps from concept to launch
Includes: iOS + Android native development, cloud backend, app store submission
Duration: 4–6 months typical
Cost Range: $200K–$500K
Model 2: Dedicated Mobile Engineering Team
Best For: Companies with long-term app roadmap
Includes: 2–3 mobile engineers, continuous feature development, app store updates
Duration:12+ months
Cost Range:$80K–$120K per engineer/month
Model 3: Cross-Platform with KMP
Best For: Rapid development with code sharing
Includes: Kotlin Multiplatform architecture, native UI per platform
Duration:3–4 months
Cost Range:$150K–$300K
Model 4: App Maintenance & Evolution
Best For:Existing apps needing updates, new features, OS compatibility
Includes: Bug fixes, OS version updates, new features
Duration: Ongoing (retainer or T&M)
Cost Range:$20K–$40K/month
Model 5: Mobile Strategy & Architecture
Best For: Companies deciding on tech stack, architecture
Includes:Framework selection, architecture design, vendor evaluation
Duration: 2–4 weeks
Cost Range: $15K–$30K
Frequently Asked Questions
At Akhila Labs, embedded engineering is the foundation of everything we build. We go beyond writing firmware that runs on hardware—we engineer systems that extract
maximum performance, reliability, and efficiency from the silicon itself.
How long does an app take to develop?
Simple: 3-4 months. Complex with backend integration: 6-8 months. Depends on features, complexity, backend requirements.
How do we make apps work offline?
Local-first architecture: local database is primary store, cloud is secondary. Sync when connected, conflict resolution handles data consistency. Not trivial but worth it.
Should we build iOS and Android simultaneously?
If timeline allows, yes. Simultaneous launch better for user acquisition. If constrained, iOS first (higher revenue), Android follow.
How do we handle push notifications?
Firebase Cloud Messaging (FCM) for Android, APNs for iOS. We manage both in one codebase using cloud backend.
How do we ensure app store approval?
Follow guidelines, avoid policy violations, test thoroughly. We've launched 50+ apps with first-time approval rate >95%.
What about app updates and versioning?
Automated CI/CD: commit → tests → TestFlight/Firebase → production. We push updates weekly or as needed.
How do we measure app success?
Analytics: user retention, feature usage, crash rates, performance metrics. We implement comprehensive analytics from day one.
What's the cost of app maintenance?
Typical: $20-40K/month for 2-3 engineers doing bug fixes, feature additions, OS updates, dependency updates.
Can we add IoT integration to existing apps?
Yes. We add BLE provisioning, device control, real-time sync. Takes 4-8 weeks depending on complexity.
Case Study 3: Industrial Vibration Sensor – Predictive Maintenance
Challenge A manufacturing equipment company needed vibration sensors for predictive maintenance across industrial facilities. The solution required a rugged design, reliable wireless mesh networking, and battery-powered operation with peak power consumption under 100mA. Solution High-Precision Sensing: 3-axis accelerometer (±16G range) for detailed vibration analysis. Edge AI Processing: STM32L476 MCU running anomaly detection algorithms locally. Mesh […]
Case Study 2: Medical-Grade Wearable ECG Monitor – FDA 510(k) Cleared
Challenge A healthcare startup needed to develop an ECG wearable that met FDA Class II requirements, using medical-grade components and biocompatible materials. The device also required ultra-low power consumption (under 2mA average) while maintaining clinical-grade accuracy. Solution Medical-Grade Components: Selected components meeting AEC-Q200 equivalent standards. Biocompatible Design: Silicone enclosure and electrode materials safe for prolonged […]
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