Real Problems. Real Results. Real Clients.
Lumirithmic works with the world's most demanding technology companies — from FAANG to leading cosmetics groups and global smartphone manufacturers — delivering camera AI that reaches millions of users.
All client engagements shown are under NDA. We share the challenge, approach, and measurable outcomes — client identity is protected.
FAANG / Mag7 Engagement
Long-term, multi-year advanced CV partnership with a global technology leader
A leading FAANG company needed to push the frontier of computer vision models beyond what their internal teams could achieve alone — specifically in computational imaging and AI-driven camera intelligence. They needed a trusted external R&D partner with deep academic roots and production-grade delivery capability.
Lumirithmic's combination of Imperial College London research pedigree, proprietary algorithms, and end-to-end engineering capability made them the right partner — bringing academic-grade innovation within commercial timelines.
- Advanced computer vision model development for proprietary hardware
- Long-term technical integration embedded in client engineering org
- Bespoke R&D operating as an external imaging lab
- Domain-specific model training on client datasets
- Ongoing model iteration and performance optimization
- Custom CV models outperforming generic AI baselines
- Deep technical integration across client systems
- Patent-pending algorithmic approaches developed jointly
- Embedded team augmentation model — vetted researchers
Leading Global Cosmetics Company
Bespoke 3D facial scanning for beauty technology at commercial scale
A leading cosmetics company needed to move beyond flat 2D AR overlays and deliver genuinely accurate virtual product try-on — driven by real skin appearance data, not colour overlays. Existing solutions couldn't simulate how formulas and finishes interact with real skin tone and texture.
Lumirithmic's facial appearance capture technology — capturing skin reflectance, sub-surface scattering, and high-resolution geometry — could power product simulations that matched physical reality, unlocking a new standard for beauty AI.
- Bespoke 3D facial scanning solution built for the beauty domain
- Custom skin reflectance and appearance models for product simulation
- SDK and platform development for retail and D2C deployment
- End-to-end pipeline from scan capture to product overlay
- GDPR-compliant biometric data infrastructure
- Production-grade beauty scanning platform
- Real-skin-accurate product simulation models
- Mobile SDK for in-app consumer try-on experience
- Scalable cloud processing pipeline
"10x improvement in measurement accuracy and seamless user adoption across millions of devices."
Global Phone Company
CV engine for gameplay innovation with production-grade custom camera tech
A global smartphone manufacturer needed a computer vision engine purpose-built for gameplay innovation — delivering real-time camera intelligence on-device, within the hardware and power constraints of a consumer handset. Generic CV models weren't fast enough, accurate enough, or power-efficient enough.
Lumirithmic's model optimization capability — quantization, pruning, and edge deployment — combined with their bespoke algorithm development for camera hardware, made them uniquely positioned to build a production-grade solution that ran on device.
- Custom CV engine designed for on-device gameplay applications
- Model optimization for mobile NPU — quantization and distillation
- Production-grade camera tech integration with device hardware
- Real-time inference pipeline with sub-second latency requirements
- Cross-platform SDK delivery with full documentation
- Production-grade CV engine integrated into device firmware
- Real-time on-device processing with no cloud dependency
- Custom mobile SDK with cross-platform support
- Patent-pending algorithms for enhanced camera performance
Production Vision Systems
AI-powered camera technology for production-grade intelligent vision systems
An enterprise client needed to deploy AI-powered camera technology across a production environment — transforming raw camera streams into actionable intelligence at scale, with the security, reliability, and compliance requirements of an enterprise infrastructure.
Lumirithmic's full-stack capability — from instrumenting cameras to deploying production-grade AI models and secure infrastructure — addressed the complete challenge, not just the model layer.
- End-to-end camera instrumentation and data extraction
- Proprietary AI models for real-time camera stream intelligence
- Production deployment across existing hardware infrastructure
- Secure, GDPR-compliant data pipeline and access controls
- Full system integration — hardware, software, and cloud layers
- Intelligent vision system operating at production scale
- Real-time AI-driven insights from live camera streams
- Secure infrastructure with RBAC, audit logs, and compliance
- Full documentation and ongoing SLA-backed support
Trusted by Global Leaders
Long-term partnerships with FAANG companies, leading cosmetics groups, global smartphone manufacturers, and enterprise vision system operators — built on multi-million, multi-year contracts.
"Multi-million multi-year contracts, beauty technology, bespoke scanning solution development. Long-term engagement, advanced computer vision models, and technical integration. Computer Vision Engine for Gameplay Innovation with Production-Grade Custom Camera Tech."
FAANG / Mag7 Engagement
Long-term, multi-year advanced CV partnership with a global technology leader
Leading Global Cosmetics Company
Bespoke 3D facial scanning for beauty technology at commercial scale
Global Phone Company
CV engine for gameplay innovation with production-grade custom camera tech
Production Vision Systems
AI-powered camera technology for production-grade intelligent vision systems
From Challenge to Commercial Result
Lumirithmic operates as your end-to-end imaging + AI innovation partner — bridging cutting-edge research and market-ready products within commercial timelines.
Instrument Any Camera
Transform your camera into a powerful data-generating instrument with advanced capture capabilities.
Extract Intelligence
Convert raw imaging data into usable intelligence through proprietary algorithms.
Build Complete Solutions
Deliver full products, pipelines, and infrastructure built around your camera data.
Deploy Innovation
Achieve production-grade, secure breakthroughs within commercial timelines and requirements.
End-to-end imaging products — apps, SDKs, platforms.
Domain-specific intelligence — face, skin, material, motion.
Your external imaging lab — access deep scientific capability.
Range of vetted imaging talent, embedded on demand.
Recognised by Global Media
Lumirithmic cited on avatar realism post Meta metaverse announcements.
Ultra-realistic Hollywood-style 3D renderings created in minutes at a fraction of cost.
Game-changing facial and performance capture — presented to packed audience.
Imperial College London Spin-out
"We are your end-to-end imaging + AI innovation partner, bridging the gap between cutting-edge research and market-ready products."
— LUMIRITHMIC DECK, 2025No. All engagements shown are with confidential clients. We share the challenge, approach, and outcomes — client identity is protected by NDA.
It typically includes embedded team augmentation, bespoke model development, deep technical integration into the client's engineering organisation, and ongoing iteration. These are long-term partnerships, not project-based deliveries.
Accuracy was benchmarked against the client's existing 2D AR overlay system using a controlled test set of skin tones, lighting conditions, and product categories. The 10x figure reflects improvement in perceptual similarity between simulated and physically photographed product application.
Yes — this is one of our core capabilities. We optimise models for mobile NPUs using quantization and distillation, and deliver cross-platform SDKs for iOS and Android. Our phone-based scanning runs on standard selfie cameras with no depth sensor required.
We start with a scoping call to understand your challenge, hardware constraints, and timeline. From there we propose an engagement model — whether product development, bespoke R&D, team augmentation, or a combination — and agree on deliverables and milestones.
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