ProductXcelerate™ Blueprint · Retail Technology & Kiosk OEMs
Vision-based checkout that actually ships.
A pre-validated kiosk reference design with vision-based item recognition, biometric login, and an agentic digital concierge already working, engineered for 24×7 retail duty and adapted by MosChip engineers to your kiosk line.
Qualcomm QCS8250
Kryo + Adreno + AI DSP
Multi-camera vision
MIPI-CSI inputs
24×7 duty design
Kiosk-grade thermals
Why This Exists
Everyone has seen the unattended-retail demo. Very few have survived the deployment.
The distance between a vision-checkout prototype and a kiosk that runs 24×7 in a real store is where retail hardware programs go to die.
Recognition that breaks on real shelves
Store lighting, occlusion, look-alike SKUs, and adversarial customers wreck models trained in the lab. Shrink from mis-scans quietly kills the business case.
24×7 operation is a thermal and QA problem
A kiosk that throttles at hour six or needs weekly manual resets erases its labor savings. Heat spreading, PMIC design, and regression automation decide whether the fleet is profitable.
Shoppers abandon confusing kiosks
Every abandoned transaction is a staff intervention and a queue. Without guidance at the screen, self-checkout shifts labor rather than saving it.
The Blueprint
Perception, transaction, and guidance. Solved together because they fail together
Autonomous checkout combines three engineering challenges in one device. Perception that performs reliably in store conditions. Hardware built for continuous operation. An experience that guides first-time shoppers with confidence. This blueprint solves them as one system. The vision pipeline is tuned for the cameras it ships with, and the same platform that enables payment also delivers shopper analytics, including attention, visitor counts, and engagement.
Retail Auto-Checkout Kiosk Blueprint — Reference Configuration
PXB · RTL-KIOSKHardware & EmbeddedPre-validated
The physical and firmware foundation: boards, BSPs, secure OTA, device management.
- Processor Qualcomm QCS8250: Kryo 585 + Adreno + AI DSP
- Memory LPDDR5, UFS storage
- I/O Multi MIPI-CSI, DSI, USB 3.1, PCIe, GPIO
- Peripherals Barcode laser scanner, fingerprint sensor
- Thermals PMICs + heat spreader for 24×7 ops
DigitalSky GenAIoT™Pre-validated
DigitalSky connectivity, cognition, and automation pipelines - validated with CI/test artifacts.
- IoT Suite Onboarding + secure transaction telemetry
- Cognitive Suite Face recognition, liveness, gaze estimation
- Automation Kiosk regression testing, ticket bots
- EdgeAI Suite Object detection, low-light correction
AgenticSky™Accelerator
Goal-driven, self-healing behaviors - integrated and validated for your product during the engagement.
- HMICore Digital concierge: guides, explains, reassures
- VisionCore Attention tracking, visitor counting
- Accurate product-scan assurance
Use cases
Adaptable by design: hardware interfaces, software stacks, and AI models are tailored to your product while the pre-tested foundation stays intact, drawing on 100+ pre-trained, domain-aligned AI models to cut experimentation cost and model risk.
What It Powers
The next generation of retail formats this base unlocks
One vision-and-transaction platform – productized by kiosk OEMs, retail chains, and solution integrators across formats.
Vision checkout kiosk product lines
Ship a differentiated self-checkout line on a validated QCS8250 base - your industrial design and application layer on top of solved perception and thermals.
Hybrid scan + vision lanes
Barcode-first lanes with vision verification to cut mis-scans and shrink - the pragmatic middle step most retailers actually deploy first.
Micro-stores and smart vending
Fully unattended formats where vision recognition, biometric login, and the concierge carry the entire customer interaction.
Self-order kiosks with a concierge
Ordering kiosks that explain options, handle substitutions conversationally, and upsell without a queue-lengthening interface maze.
Biometric-verified dispensing kiosks
Fingerprint and face-with-liveness verification for pickup flows where identity actually matters.
Aisle analytics endpoints
The same vision stack deployed for visitor counting, attention, and engagement dashboards - monetizable data from hardware you already justified.
How Teams Engage
No license. No blueprint capex. An engagement that ends in production artifacts.
Backed by 25+ years of silicon-to-systems delivery, 1700+ engineers, and 500+ product engineering projects.
Blueprint walkthrough
A working session with MosChip vision engineers: your formats, catalog, and store environments mapped against the reference design. You leave with a feasibility read and an honest effort estimate – whether or not you engage.
Adaptation to your product
Reference hardware and software tailored to your enclosure, peripherals, and POS integrations – the differentiating layers are yours to define on a foundation that stays validated.
Integration & handoff
Full system integration, recognition accuracy validated in your actual store conditions, concierge flows tuned to your catalog, certification prep, and handover with regression suites and sustainment playbooks.
Questions automotive teams ask us
Everything handed over, including the adapted hardware design, software, integrated AI models, test suites, and documentation, belongs to your product program. MosChip adapts the reference design to your IP, not the other way around. There are no licensing or capex fees for the blueprints themselves.
Recognition accuracy is measured before you commit to a rollout. The pre-trained vision models are adapted to your SKUs, lighting, and store conditions during integration. The feasibility review shows the accuracy you can expect for your catalog before any deployment decision.
Yes. The transaction telemetry and application layers are built to integrate with your POS and payment stack rather than replace them. The integration scope is defined during the blueprint walkthrough.
Because the reference design already runs end to end, the first milestone is a working demonstration adapted to your requirements rather than a bring-up phase. The blueprint walkthrough gives you a delivery plan tailored to your scope before you commit.
Start the Conversation
Want to build an auto checkout solution?
Tell us the retail format you’re targeting, whether it’s a hybrid lane, unattended store, QSR, or something entirely new. A MosChip product engineering lead will schedule an architecture review with you.
