AI

Build financial document processing with Pulse AI and Amazon Bedrock

Financial institutions process thousands of complex documents daily. Optical Character Recognition (OCR) errors in financial data can propagate through interconnected calculations, affecting analytical accuracy. While a single OCR error in a standard legal document might require only a quick manual correction, the same mistake in financial data can cascade through interconnected calculations, leading to systematic

Build financial document processing with Pulse AI and Amazon Bedrock Read More »

Build real-time voice streaming applications with Amazon Nova Sonic and WebRTC

Building end-to-end live streaming applications with real-time voice interaction presents several challenges: network bandwidth constraints can cause high latency and quality degradation in time-critical applications. Language barriers limit effective human-machine interaction in multilingual voice communication. Scalability and resilience require a difficult balance between performance and infrastructure costs. Cross-browser and mobile compatibility demands significant development effort,

Build real-time voice streaming applications with Amazon Nova Sonic and WebRTC Read More »

Securing AI agents: How AWS and Cisco AI Defense scale MCP and A2A deployments

Model Context Protocol (MCP) adoption has accelerated rapidly since its introduction in November 2024. Enterprises now manage dozens to hundreds of MCP servers—tools that extend AI agent capabilities by connecting them to external data sources and APIs. The Agent-to-Agent (A2A) Protocol followed in April 2025, enabling autonomous agents to communicate directly without human intervention. More

Securing AI agents: How AWS and Cisco AI Defense scale MCP and A2A deployments Read More »