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Artificial intelligence is no longer experimental in financial services. From fraud detection to underwriting automation and intelligent customer support, AI in FinTech is moving from pilot to production. Yet for many technical and product leaders, the hesitation isn’t about model capability. It’s about integration risk . How do you deploy enterprise AI systems inside regulated, revenue-critical environments without destabilizing core platforms? Across projects, three integra

Next-Generation Document Intelligence Systems The Challenge of Document-Heavy Fraud Detection Organizations across industries face a critical challenge: detecting fraud patterns hidden within massive document collections. Traditional approaches fall short when dealing with thousands of pages per case, requiring innovative solutions that combine speed, accuracy, and deep analytical capabilities. 1000s Pages Per Case 90%+ Detection Accuracy <2s Real-Time Response What is Agenti

Artificial Intelligence is no longer just about single, siloed models generating responses. The future belongs to agentic AI , systems where multiple AI agents can safely access tools, collaborate with each other, and carry out complex workflows. At the core of this transformation are two emerging standards: MCP (Model Context Protocol)  and A2A (Agent-to-Agent communication) . For enterprises, MCP and A2A aren’t just technical protocols; they are enablers of speed, security,

Vibe coding refers to leveraging AI tools to rapidly generate code or design elements that align with the desired functional and aesthetic requirements of the project, significantly accelerating the development process. We successfully applied the vibe coding methodology for a financial services client . Here's a step-by-step look at our process: 1. Rapid Prototyping with Vercel/V0 (UI Vibe Coding): Mechanism:  V0 acted as an AI-powered UI prototyping tool that translated "pr