FastAGI Smart Sleep Experience Solution (Retail & Smart Home)

AI-powered smart sleep service: 99.93% Agent pass rate, 100x faster reports, 100K+ monthly queries

Forbes AI50 Enterprise

Fortune China Tech Top 50 Enterprise

IDC MarketScape: Generative AI Data Infrastructure — Leaders Quadrant (Top 1 among non-cloud vendors)

FastAGI Enterprise Agent Platform certified by CAICT Agent Platform Capability Test

Deepexi Enterprise LLM certified CAICT Model Capability Standard Level 4+

Selected as Gartner Hype Cycle Representative Vendor for three consecutive years

Member Enterprise of Hong Kong Software Industry Association

Hong Kong Deepexi Technology Limited

Unit 213A, Building 5W, 5 Science Park East Avenue, Hong Kong Science Park, Shatin, New Territories, Hong Kong

1-on-1 Consultation

67363463

chenying01@deepexi.com

https://https://www.deepexi.com/

Summary

Built on the FastAGI Enterprise Agent Platform and Deepexi Enterprise LLM, this solution delivers end-to-end AI sleep health services for smart mattress retailers. It integrates three data sources — a user sleep data platform, a proprietary sleep knowledge base (6 modules, 58 categories, 10,047 QA entries), and an IoT application platform — to power three core AI scenarios: (1) Personalized Sleep Report Interpretation (daily/weekly/monthly analysis, instant generation); (2) Sleep Health Concierge (multi-turn dialogue, bilingual Chinese/English); (3) Sleep Microenvironment Control (real-time adjustment of room temperature, lighting, and mattress firmness). The solution supports unified access across Smart App, Smart Speaker, and Smart Screen. Key results: Agent end-to-end test pass rate 99.93%, composite evaluation score 99.25%, 5-concurrent TTFT average 1.0s, monthly natural language query volume 100,000+, sleep report generation efficiency improved by over 100x.

Applicable Industry

Solution Category

E-commerce E-commerce Platform Customer Behavior Analysis Personalized Recommendations Lead Generation Product Lifecycle Management (PLM)Business Intelligence (BI)Artificial Intelligence (AI)Greater Bay Area (GBA)ESG

Highlights

Automated end-to-end Agent testing with 1,197 test cases (4,113 test entries) achieving a 99.93% pass rate, ensuring enterprise-grade reliability at scale

Instant AI sleep report generation — over 100x faster than manual writing — with bilingual (Chinese/English) output capability

Comprehensive professional sleep knowledge base covering 6 modules, 58 categories, 533 topics, and 10,047 QA entries for domain-accurate responses

High-concurrency, low-latency performance — TTFT average 1.0s at 5 concurrent users and just 6.4s at 80 concurrent users, serving millions of users in real time

Five-dimensional composite evaluation score of 99.25% (core information match, factual accuracy, instruction adherence, safety compliance, language quality) ensuring trustworthy AI output

Service Packages and Offerings

Details

[Core Functions]

Personalised Sleep Report Interpretation: Intelligently analyses multi-dimensional sleep data (heart rate, deep sleep ratio, body movement) across daily/weekly/monthly timeframes, generating illustrated reports in seconds — over 100x faster than manual methods — with bilingual support
Sleep Health Concierge: Multi-turn conversational AI powered by 10,047 professional QA entries, delivering precise and personalised sleep health advice while automatically declining medical diagnosis questions outside its scope
Sleep Microenvironment Control: Real-time monitoring of sleep stages (onset, deep, light, awake) with automated adjustment of room temperature, lighting, and mattress firmness; continuously learns and refines personal microenvironment preferences

[Technology Architecture] Foundation: FastData Foil AI-Ready Data Fusion Platform + Deepexi Enterprise LLM Platform Core: FastAGI workflow Agent orchestration; Deepexi-Guard safety model (ranked #1 in safety evaluation benchmarks) Data Ingestion: Real-time IoT sensor data (heart rate, respiration, body movement); three-terminal unified access (App/Speaker/Smart Screen) Deployment: Supports private on-premise deployment; data stays within the enterprise

[Application Scenario] A leading smart mattress retailer with nationwide store networks and millions of smart mattress users. Deploying FastAGI Smart Sleep Solution enabled the company to upgrade from hardware sales to a recurring AI health service subscription model, achieving 100,000+ natural language queries per month.

[Applicable Government Departments]

Innovation and Technology Bureau — AI technology and digital health application promotion
Commerce and Economic Development Bureau — Retail digitalisation and consumption upgrade
Financial Services and the Treasury Bureau — Enterprise AI ROI and industrial digitalisation

Customer Cases

CASE

A leading smart mattress retail enterprise

A leading smart mattress retail enterprise with a nationwide store network and millions of smart mattress users deployed the FastAGI Smart Sleep Solution. Results: Agent end-to-end pass rate reached 99.93% (4,113 test cases fully covered); sleep report generation efficiency improved by over 100x; knowledge base scaled to 10,047 professional QA entries (6 modules, 58 categories); system TTFT averaged 1.0s at 5 concurrent users and 6.4s at 80 concurrent users to handle peak demand; monthly natural language query volume exceeded 100,000, successfully transforming the product from a hardware purchase into a continuous AI health service subscription.

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