SOLUTIONS & ARCHITECTURES

Turnkey AI solutions built for production scale.

Deploy production-ready generative systems without managing underlying vector databases or GPU infrastructure. From serverless vector memory to specialized enterprise pipelines.

Sub-50ms retrieval • 100% Isolated tenant namespaces • Private VPC & dedicated GPU clusters available
LIVE ON PRODUCTION SERVERLESS VECTOR ENGINE

Serverless Vector Memory & Instant RAG

High-performance semantic retrieval without vector database provisioning. Automatically compute dense 768d BGE embeddings on write, query similarity in sub-50ms, and inject context directly into LLM completions with zero glue code.

< 50ms Retrieval Automated BGE-768d Isolated Namespaces OpenAI SDK Compatible 5,000 Vectors Free
cURL • STORE & AUTO-EMBED
# Ingest text — Lumoz computes BGE-768d vectors automatically
curl -X POST https://lumozai.com/api/v1/memory/store \
  -H "Authorization: Bearer $LUMOZ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "project": "enterprise-knowledge-base",
    "text": "SLA guarantees 99.99% uptime with 15m response.",
    "metadata": {"category": "sla"}
  }'

# Query in sub-50ms or inject via OpenAI chat completions:
curl -X POST https://lumozai.com/api/v1/memory/search \
  -d '{"project": "enterprise-knowledge-base", "query": "SLA uptime?"}'
Zero Retention Enterprise privacy agreements
Dedicated VPC Private Nvidia GPU clusters
< 50ms Vector similarity search latency
70+ Models Unified generative API ecosystem

Industry-Specific Generative Systems

Purpose-built AI pipelines designed for enterprise throughput, security compliance, and custom workflows.

ENTERPRISE PILOT

Automated Product Staging & Catalogs

Transform raw product photos into photorealistic lifestyle staging with authentic contact shadows, seasonal lighting, and localized contextual backgrounds.

Catalog Ingestion • Shadow Mapping • Batch Pipelines
ENTERPRISE PILOT

Architectural Staging & Spatial Engine

Convert 2D architectural sketches, floorplans, and empty construction frames into photorealistic interior and exterior staging with materials control.

Floorplan to 3D • Room Redesign • Materials Lock
Q4 2026

Gaming Assets & Virtual Production

Automate environment textures, seamless 360° skyboxes, sprite generation, and 3D normal maps tailored directly for Unreal Engine and Unity pipelines.

PBR Textures • 360° Skyboxes • Sprite Sheets
Q1 2027

High-Volume Ad Creative Automation

Generate thousands of localized variations, aspect ratios, and demographic variations of ad creatives while maintaining strict typography and brand compliance.

Multi-Ratio Export • Brand Color Locks • A/B Matrix
AVAILABLE ON DEMAND

Dedicated GPU Hardware & Private VPC

Run mission-critical inference inside isolated VPCs with zero data retention, SOC-2 compliance, guaranteed SLAs, and dedicated Nvidia H100 clusters.

Zero Data Retention • Dedicated H100s • Custom SLAs
AVAILABLE ON DEMAND

Proprietary Fine-Tuning & Weights

Train custom LoRA weights and fine-tune foundation models on your private organization datasets, accessible exclusively via your authenticated API keys.

Private Weights • LoRA Adapters • Full IP Ownership

Need a tailored AI architecture for your stack?

Our solutions engineering team works with technical leads to design custom pipelines, benchmark latency, and provision dedicated hardware.