Engineering Hybrid Mobile AI & Frontier Vision Systems.
NightSoft builds intelligent consumer applications combining native silicon hardware acceleration with cloud-based frontier LLMs. We leverage local CoreML for real-time edge processing and integrate Claude 3.5 Sonnet APIs for deep multimodal reasoning, prescription vision analysis, and contextual intelligence.
Core Philosophy
The Future of AI Belongs at the Edge
Every day, millions of users upload personal photos, documents, and videos to cloud servers for simple AI edits. We believe that paradigm is fundamentally flawed.
Absolute User Privacy
We engineer our applications with zero-telemetry and zero-upload guarantees. Personal media stays encrypted in device memory and is never used to train third-party models.
Silicon Acceleration
Instead of paying for expensive cloud GPU clusters, we optimize models directly for the Apple Neural Engine (ANE), Metal compute shaders, and modern mobile NPUs.
Modular Engineering
Built on Kotlin Multiplatform (KMP) shared state machines and high-performance native Swift user experiences, combining maintainable product logic with native responsiveness.
Product Portfolio
Software Crafted for Real Workflows
Our products focus on practical utilities that solve daily creative, storage, and privacy problems with zero friction.
OptiPixel
AI Photo Transform & Media Utility Suite for iOS
OptiPixel is an all-in-one mobile creative powerhouse for iPhone and iPad. It combines 23 on-device artistic neural styles, intelligent multi-asset background compression, automated face blurring, EXIF metadata scrubbing, and burned-in watermarks into a cohesive, private package.
// Hybrid Vision Pipeline: Local CoreML + Claude 3.5 Sonnet
val claudeVision = ClaudeApiClient(
model = "claude-3-5-sonnet",
capabilities = listOf(VisionReasoning, ToolCalling)
)
// Cognitive scene understanding & prompt synthesis
val plan = claudeVision.analyzeSceneContext(userPhoto)
localANE.executeNeuralPass(plan)
DoseMate
Smart Medication Companion & Prescription Health Assistant
DoseMate ensures patients and caregivers never miss a critical medication. Integrating Claude 3.5 Sonnet's multimodal vision, it parses complex handwritten prescriptions, extracts structured dosage intervals, warns against dangerous drug interactions, and secures records in an encrypted local vault.
// Multimodal Prescription AI via Claude 3.5 Sonnet
val claude = ClaudeApiClient(model = "claude-3-5-sonnet")
val schedule = claude.extractMedicationSchedule(
image = prescriptionScan,
systemPrompt = "Parse dosage, intervals & contraindications into structured JSON"
)
// Saved into encrypted local database
localVault.persistSchedule(schedule)NightVision Pipeline
Our proprietary lightweight computer vision framework designed for sub-50ms instance segmentation, automated object removal, and edge optical flow inference directly on consumer smartphone hardware.
KMP Mobile Foundation
An open-minded Kotlin Multiplatform design architecture decoupling business rules, state machines, and task runners from native rendering layers for extreme portability and testability.
Engineering Foundation
Built for Performance & Scale
We avoid heavy web wrappers and non-native runtimes. Our products are engineered with compiled native technologies to maximize battery efficiency and compute throughput.
Apple Neural Engine & Metal
Direct low-overhead hardware acceleration using CoreML and MPSGraph for instant tensor operations without thermal throttling.
Kotlin Multiplatform
Single source of truth for domain logic, state machines, and background queues, guaranteeing zero behavioral divergence across platforms.
Native Swift & SwiftUI
Bespoke interfaces with Fluid 120Hz ProMotion animations, VoiceOver accessibility, Dynamic Type, and deep system integration.
Local-First Security
Zero cloud storage dependencies. Source files remain immutable; exports are generated via hardware video and image encoders locally.
Applied AI & Research
How NightSoft Leverages Frontier AI
We combine large-scale foundation models for research and development with lightweight edge models for deployment.
Model Distillation & Quantization
We distill parameter-heavy vision and generative models down to FP16 and INT8 representations suitable for execution within mobile RAM constraints (sub-100MB memory envelopes).
Agentic Engineering with Claude & Anthropic
NightSoft integrates frontier LLMs like Claude 3.5 Sonnet and automated coding agents into our internal software development lifecycle—accelerating architectural verification, comprehensive unit test generation, and multi-locale translation across 20 languages.
Hybrid Vision Architecture
Combining classical computer vision (Bicubic filtering, ImageIO container sanitization) with modern neural networks (LaMa inpainting, perceptual hashing) for optimal performance.
Team & Identity
An Independent, Engineering-First Studio
NightSoft is an agile, independent software development organization focused on building lasting software products with uncompromising quality.
Get in Touch
Connect with NightSoft
For startup partnerships, venture inquiries, developer accreditation, or product questions, reach out directly.
Or email our founder directly:
sega@thenightsoft.com