From Pilots to Platforms with Gen-AI for investment research, client communications and investment performance reporting commentary.

pilots to platforms

Summary; Pilots to Platforms with Gen AI and Agentic AI In asset and wealth management, AI has lingered too long in proofs‑of‑concept—interesting demos that rarely touched investment research, quarterly investment snapshots, factsheets, RFP responses, or client reporting. That phase is ending. With governance‑first platforms, multi‑agent orchestration, and human‑in‑the‑loop controls, ‘agentic AI’ is crossing the chasm…

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Why Context Augmented Generation (CAG) Is Becoming Essential for Financial Services AI

context window and cag

Financial‑services firms are moving fast to embed AI into high‑value workflows — from investment research to compliance, reporting and client engagement. But as models become more powerful, the real differentiator isn’t just capability. It’s context. Context‑Augmented Generation (CAG) is emerging as a foundational architecture for financial‑services AI. It enhances the model’s output by integrating domain‑specific…

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Agentic AI in Financial Services: From Pilots to Platforms

State of Agentic AI end 2025

  Executive takeaways for asset & wealth management teams; Investment marketing communication, research and client communication Agentic AI is moving from pilots to platforms. Microsoft, Google, Anthropic and Cohere have introduced enterprise‑grade orchestration, governance and multi‑agent capabilities designed for regulated environments. These are now viable for client reporting, performance attribution, and commentary workflows—provided you pair…

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Break free from a single AI vendor

Break Free: Why Your AI Strategy Needs to be LLM-Agnostic Anthropic, DeepSeek, Open-AI, Meta, Google and Microsoft have all made AI releases this month. Again. Whilst these developments certainly represent progress, they highlight a critical concern for forward-thinking organisations: the risk of vendor lock-in. When you build your knowledge bases, workflows, and custom or over-hyped…

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Context Windows and Contextual Augmented Generation

Claude’s Memory Revolution: AI That Remembers You Imagine an AI that doesn’t just respond—it remembers. With a staggering 1 million-token memory, Claude can absorb entire projects, recall past conversations, and maintain continuity across weeks or even months. Anthropic’s latest upgrade transforms Claude from a clever chatbot into something more profound: a digital partner with contextual…

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AI terms in 2025 we help you to understand in simple plain language

  AI terms in 2025 we help you to understand in simple plain language Generative AI: AI that creates text, images, etc. Chatbot: AI that simulates human conversation Compute: Processing power for AI models Computer Vision: AI that understands images and videos AGI (Artificial General Intelligence): AI that can do anything a human can do. AI…

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