From on-device vision to large language model integrations: AI solutions that protect privacy and keep cost under control.
Core ML · MediaPipe · LLM APIs · RAG · Validation pipelines · Workers AI
Detection, measurement and classification without internet; data never leaves the device.
Chat, summarization, classification and content generation; provider-independent, quota- and cost-managed.
Models working with verified data in verticals such as textiles, real estate and law.
Tool-using, auditable AI agents (with MCP).
Pipelines that cross-check generated content against sources.
On-device first; cloud only when needed, transparent and limited.
Existing data and labeling status.
Choosing the right model or provider.
Measuring on real examples.
Deployment, monitoring, cost control.
Everything we recommend, we first use in our own products.
Fabric defect detection, yarn density and weight measurement: on-device, 12 languages.
A privacy-first personal assistant architecture (in development).
On-device camera intelligence and sensor fusion (in development).
Tell us your idea, your existing system or just the problem; we'll work out together which solution fits.
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