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For teams shipping AI to constrained hardware. We start every engagement with a scoping call.
Email hello@vl8.ai
Response within one business day.
Recent Work 
AuraFits: Multimodal AI Advisory Platform for Specialty Retail Vision-driven product recommendations from 52 live Shopify inventories. One photo, a short conversation, ranked picks from real shelf stock.
Semantic-Aware ASR Evaluation System for Edge Devices On-device ASR evaluation at Fortune Global 50 scale. 90% faster evaluation, 4,000× throughput, deployed to smartphones.