EXPERT SERVICES

We Don't Just Build The Technology. We Build With You.

Lumirithmic's expert teams offer end-to-end services — from building market-ready camera AI applications and optimising AI models, to integrating our technology into your existing hardware and production infrastructure.

| PRODUCT DEV | AI R&D | SYSTEM INTEGRATION | SDK BUILDS | UNIVERSITY R&D |
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3.1

Product Development

Market-ready apps, SDKs, and custom UX built on our camera AI platform.

Σ
3.2

AI R&D

Advanced CV research, model optimisation, and university research partnerships.

3.3

System Integration

Hardware + software integration, production deployment, and secure infrastructure.

HOW WE ENGAGE
1 Discovery
2 Proposal
3 Build
4 Deploy
5 Support
SECTION 02 — PRODUCT DEVELOPMENT

Product Development

We build market-ready camera AI applications, developer-facing SDKs, and custom experiences on top of Lumi's core technology — so you can go to market faster.

Market-Ready Applications
01

Market-Ready Applications

End-to-end development of production-grade camera AI and vision applications for your platform and audience.

  • iOS & Android app development
  • Web-based vision experiences
  • Edge device integration
  • App store & enterprise release
  • QA, testing & benchmarking
EXAMPLE OUTPUTS
  • Retail analytics dashboard
  • Smart facility monitoring app
  • Mobile inspection tool
SDK & Platform Development
02

SDK & Platform Development

Build developer-facing SDKs and internal platforms that expose Lumi's camera AI capabilities to your engineering teams.

  • REST API + webhook endpoints
  • iOS / Android / Web SDKs
  • Multi-tenant SaaS platform
  • Developer docs & sandbox
  • White-label SDK options
EXAMPLE OUTPUTS
  • Camera AI SDK for enterprise
  • B2B analytics platform
  • Internal R&D tooling
Custom UX
03

Custom UX

Domain-specific UX for camera AI workflows — designed for operators, end users, and enterprise dashboards — not generic templates.

  • User research & personas
  • Figma design system
  • Operator UX flow design
  • Accessibility compliance
  • Usability testing cycles
EXAMPLE OUTPUTS
  • On-site operator dashboard UI
  • Consumer self-service flow
  • Live feed review interface
SECTION 02 — AI R&D

AI R&D

Cutting-edge computer vision research, neural model optimisation for mobile and edge, and long-term academic partnerships — applied directly to camera AI.

01

Advanced Computer Vision

State-of-the-art CV research — object detection, scene understanding, behaviour recognition, and multi-sensor fusion applied to real-world camera pipelines.

Published at CVPR, ECCV, and NeurIPS. Research directly informs product development.
OBJECT DETECTIONSCENE UNDERSTANDINGMULTI-SENSOR FUSIONBEHAVIOUR RECOGNITION
02

Model Optimisation

Compress and accelerate large CV models for real-time edge deployment — without sacrificing detection accuracy or reliability.

Average 4x inference speedup achieved on edge NPU hardware in client deployments.
QUANTISATIONPRUNINGKNOWLEDGE DISTILLATIONONNX / COREML
03

University Partnerships

Collaborative research programmes with leading institutions. Co-authorship, dataset sharing, grant co-applications, and PhD supervision — bridging academia and industry.

Active partners across UK, EU, US, and Southeast Asia. Joint publications in top-tier venues.
CO-AUTHORSHIPDATASET SHARINGPHD SUPERVISIONGRANT SUPPORT
R&D TRACK RECORD
CVPR TOP VENUE PUBLICATION
4x EDGE SPEEDUP ACHIEVED
8+ UNIVERSITY PARTNERS
PhD SUPERVISION AVAILABLE
ACTIVE RESEARCH AREAS
Multi-Camera Scene Reconstruction CVPR 2024
PUBLISHED
On-Device Behaviour Detection Internal
APPLIED
Neural Anomaly Synthesis ECCV 2024
PUBLISHED
Gen-AI Scene Enhancement In Progress
R&D
Edge-Optimised Object Parsing NeurIPS 2024
PUBLISHED
UNIVERSITY PARTNERSHIPS

Interested in joint research?

We co-develop, co-publish, and share camera datasets with academic institutions globally. Open to new collaborations in CV, computer vision, and edge AI.

ENQUIRE ABOUT PARTNERSHIP →
SECTION 02 — SYSTEM INTEGRATION

System Integration

Connect Lumi's camera AI software to your existing hardware, production pipelines, and secure infrastructure — with zero compromise on quality or compliance.

Camera Hardware Integration Diagram
01

Hardware + Software

Integrate our AI software stack with your existing camera hardware — IP cameras, edge devices, drones, multi-camera arrays, or commodity setups.

Full Stack INTEGRATION SCOPE
  • Multi-camera array support
  • IP / CCTV / edge device onboarding
  • Lighting & trigger synchronisation
  • Cross-vendor camera compatibility
  • Firmware & driver configuration
Learn More →
Production Pipeline Diagram
02

Production Deployment

Deploy Lumi's camera AI stack to your production environment — on-premise, cloud, or hybrid — with SLA-backed uptime and rollback support.

99.9% UPTIME SLA
  • On-premise & cloud deployment
  • CI/CD pipeline setup
  • Zero-downtime releases
  • Real-time processing monitoring
  • Auto-rollback on failure
Learn More →
Security Architecture Diagram
03

Secure Infrastructure

Enterprise-grade data security across camera feed storage, processing, and transmission — GDPR-compliant by design for consumer and enterprise deployments.

GDPR COMPLIANCE STANDARD
  • End-to-end TLS encryption
  • Role-based access control
  • Biometric data handling policy
  • GDPR / UK GDPR compliance
  • Audit logs & access history
Learn More →
FULL INTEGRATION STACK — HOW IT FITS TOGETHER
Camera / Hardware Layer
  • IP cameras
  • Edge devices
  • Drone feeds
  • CCTV arrays
  • Commodity cameras
Ingestion Layer
  • RTSP / RTMP streams
  • SDK connectors
  • Edge buffers
  • Live feed ingestion
  • Hardware SDK
Processing Layer
  • AI inference engine
  • Object detection
  • Behaviour analysis
  • Event triggers
  • Stream analytics
Output / API Layer
  • REST API
  • Webhooks
  • Dashboard data
  • SDK events
  • Real-time stream
Security Layer
  • TLS encryption
  • RBAC
  • GDPR controls
  • Audit logging
  • SSO integration
COMPARE SERVICES

Find the Right Engagement

Product DevelopmentAI R&DSystem Integration
Typical Timeline8–16 weeks4–12 weeks6–14 weeks
DeliverableShipped app / SDKModel / researchIntegrated system
Core SkillEngineering + UXCV ResearchDevOps + HW
IP Ownership Full transfer Full transfer Full transfer
Ongoing Support Available Available Included
Best ForStudios & brandsResearch teamsEnterprise ops
WHAT CLIENTS SAY

Trusted by Studios, Brands & Researchers

PRODUCT DEVELOPMENT
"Lumi built our camera AI deployment in 10 weeks. The output quality is production-grade — we didn't expect that level of performance from an edge deployment."
Av CTO, Immersive Entertainment Studio
AI R&D
"The model optimisation work reduced our detection latency from 8 minutes to under 60 seconds on standard edge hardware. Game-changing."
Av Head of AI, Beauty-Tech Platform
SYSTEM INTEGRATION
"Integration across our 24-camera array was seamless. Lumi's team handled hardware, software, and compliance in a single engagement."
Av Technical Director, VFX Production Co.

Ready To Unlock Your Camera Data?

Book a 30 min strategy call. Walk away with a tailored assessment of your camera data gaps and deployment roadmap.

No Commitment · 30 min · Expert Advice

FAQ

Frequently Asked Questions

Common questions from enterprise teams evaluating Lumi.

Hardware-agnostic: IP cameras, CCTV, drones, embedded sensors. RTSP / RTMP / HTTP streams supported. SDK integrations available with Axis, Hikvision, and Bosch out of the box.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Most enterprise deployments are fully operational within 2 to 4 weeks depending on infrastructure complexity and the number of camera endpoints being onboarded.

Yes. Lumi supports fully air-gapped, on-premise deployments via edge hardware. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. All personally identifiable data is anonymised at the edge before transmission. We provide full data residency controls and audit logs to support compliance requirements.

Pricing is based on the number of active camera endpoints and selected feature modules. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Contact us for a tailored quote aligned to your deployment scale.

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor. Yes — vertical-specific fine-tuning is available as part of our enterprise tier, using your own labelled data or our annotation pipeline.

Lumi connects natively with leading VMS platforms, BI tools, and data warehouses. Lorem ipsum dolor sit amet, consectetur adipiscing elit. REST API and webhook support available for custom workflows.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. We offer a structured 30-day pilot for qualified enterprise teams, including onboarding support and a deployment health review at the end of the period.

All data is encrypted using AES-256 at rest and TLS 1.3 in transit. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Role-based access controls and SSO integration are included in all plans.