Smart City Industry KINEVA® AI IronLink Hardware Developers API Open Source Store

Models

Industrial Scene Understanding

API

Visual language model that describes industrial scenes, identifies anomalies, and generates inspection reports from camera feeds.

VLLMManufacturing

Infrastructure Report Generator

API

LLM that generates structured maintenance reports from detection data. Integrates with municipal and enterprise workflows.

LLMInfrastructure

How it works

KINEVA® VLLM combines visual encoders with language models. Feed it an image or detection results, get natural language descriptions, anomaly reports, or structured data back.

Image
Visual Encoder
Cross-Attention
Language Model
Report / Text

VLLM = image in, text out · LLM = detection data in, structured report out

Need a custom language model?

KINEVA® builds domain-specific VLLM and LLM models for your industry.