---
title: "Data Infrastructure"
description: "1 posts about Data Infrastructure, summarised, each linking to the original."
---

# Data Infrastructure
> 1 posts about Data Infrastructure, summarised, each linking to the original.

## Articles

### [The 2026 CDP Shift: Why AI Agents Are Only as Smart as Your Data Infrastructure](https://yomu.fyi/post/the-2026-cdp-shift-why-ai-agents-are-only-as-smart-as-your-data-infras.md)
- Company: [Twilio](https://yomu.fyi/company/twilio.md)
- Author: Cynthia Goldsworthy
- Published: Sep 22, 2026
- Type: Problem & solution

The 2026 Customer Data Platform Report identifies a critical enterprise challenge: while AI tools grow individually smarter, fragmented customer data causes a worsening, not better, experience. The shift is from computational capacity to contextual continuity, as disconnected pipelines force AI agents to start every interaction from scratch. Three failures arise from fragmented systems: agent amnesia, escalating operational costs from wasted tokens, and trapped intelligence that never reaches active workflows. Modern CDPs have evolved from passive audience builders into API-first context engines that support three pillars: pre-execution context with working memory, unified behavioral and conversational data streams, and infrastructure-level governance enforcing compliance before data reaches AI models. Organizations like Twilio, Trustpilot, and Quartz demonstrate that embedding real-time customer context into the conversation layer outperforms deploying the smartest standalone models.