Develop Conversational Visual AI Agents for Your Business: Generative AI for Video Analysis

Vision Language Models (VLMs) combine automated image and video analysis with text. Unlike Large Language Models (LLMs) that analyze only text, Visual AI Agents can understand multimodal data and make real-time decisions.

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Vision Agents

What is a Vision Agent?

Traditional image and video analysis applications are typically highly specialized to perform only specific tasks or detect a predefined set of objects. Thanks to generative AI and foundation models, it's now possible to build systems with sophisticated perception that can interact and reason using natural language. This new generation of models powers extremely capable video analysis agents that can autonomously reason and plan actions. A vision agent is typically composed of three core model types.

Vision Language Models (VLMs)

The core engine of every agent that enables understanding of both text and images or video. These models can be fine-tuned for specific use cases or interact with humans via textual prompts to receive feedback and instructions.

Computer Vision Models

Specialized models for tasks like image classification, object recognition, or optical character recognition (OCR). These can enhance VLMs by adding detailed metadata, improving the overall intelligence of AI agents.

Embedding Models

Play a key role in building intelligent agents by converting input data (images or text) into vectors that encapsulate core information and relationships, enabling similarity search, classification, or retrieval-augmented generation (RAG) tasks.

Integration

Integrate Multimodal Visual AI Agents into Your Business with Synapsi

AI agents help you analyze large amounts of images or video and respond instantly to incidents or critical events. These agents can reason, make decisions, and deliver only the most useful insights. Their ability to collect human feedback means they will continue learning and improving alongside your team.

Develop Proprietary AI Agents

We build custom Visual AI agents for your business, integrated with applications and databases to execute tasks and support data-driven decision-making. Stay independent from third-party vendors.

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On-Premise or Cloud-Based

You can choose to deploy your agents in the cloud or locally. If your company handles sensitive data, we support secure on-premise integrations, ensuring data privacy and system security.

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Integration, Adoption, and Maintenance

Our team supports you throughout the entire solution lifecycle—from development and integration with business tools to employee training, adoption, and ongoing maintenance.