Liferay vs LiveRamp

Why AI Agents Amplify Broken Customer Data Problems

Bryan Cheung, co-founder and CMO of Liferay, argues that deploying AI agents into fragmented customer data environments amplifies existing inconsistencies rather than resolving them. He notes that AI agents deliver whatever data they can access with confidence, leading to wrong answers that erode customer trust. The article identifies governance gaps—such as unclear data access limits, authorization, logging, and accountability—as the real bottleneck to enterprise AI adoption, not AI capability. Cheung outlines six infrastructure requirements for trustworthy AI agents: access control, a reliable source of truth, audit trails, human review checkpoints, an escalation path, and model-agnostic architecture. He advocates treating governance as a prerequisite to scaling AI effectively.

• AI agents do not reconcile conflicting data sources; they deliver whatever they can access with confidence.
• Governance gaps, not AI capability, are stalling enterprise AI adoption according to the author.
• Liferay identified six governance elements required before deploying AI agents: access control, single source of truth, audit trails, human review checkpoints, escalation path, and model-agnostic architecture.

Liferay Announces GA of Liferay Data Platform

Liferay announced the general availability (GA) of Liferay Data Platform (LDP), a DXP-native account intelligence layer designed for complex B2B organizations. LDP consolidates account and customer data from CRM, marketing automation, ABM and behavioral sources to create a single trusted account view, connect known and anonymous activity, and track data provenance. Key features include an Account Lifecycle Dashboard with six stages using a “Highest Watermark” rule, configurable stage triggers for marketers, and real-time segments that can trigger personalized content directly within Liferay DXP without separate activation tools. The release is positioned to help sales, marketing and customer-success teams prioritize accounts and act on buyer behavior in real time. The announcement was published August 20, 2026 by GlobeNewswire on MarTech Series.

• Liferay announced the general availability of Liferay Data Platform (LDP).
• LDP combines account and customer data from CRM, marketing automation, ABM, and behavioral sources into a single trusted account view.
• LDP includes an Account Lifecycle Dashboard with six stages and a Highest Watermark rule to reflect account stage.

Liferay and MarketFully Partner for Culturally Fluent DXPs

Liferay and MarketFully announced a technology partnership to integrate MarketFully’s Adaptive Content AI with Liferay DXP. The integration allows enterprises to automatically generate culturally adapted, multilingual content when new locales are created in Liferay DXP, reducing time-to-publish from weeks to days. MarketFully ingests content via headless APIs, produces optimized localized variants (with human editorial review), and pushes them back into Liferay DXP. The partnership also supports continuous multilingual SEO and Answer Engine Optimization (AEO) to keep region-specific content discoverable and in sync as source content and search behavior evolve.

• Liferay and MarketFully announced a technology partnership to augment Liferay DXP with MarketFully’s Adaptive Content AI.
• MarketFully enriches newly created locales in Liferay DXP with culturally adapted content, reducing time-to-publish from weeks to days.
• MarketFully ingests content from Liferay DXP via headless APIs, creates optimized localized variants, and pushes them back into Liferay DXP.

Retail Media Networks Revive Multi-Touch Attribution

Within a week in September 2026, two major retailers announced new multi-touch attribution (MTA) capabilities for their retail media networks. Albertsons Media Collective launched an incrementality-based MTA built with LiveRamp and piloted by PepsiCo, while Best Buy Ads released its own in-house MTA within My Ads. The author, Kiri Masters, questions the revival given MTA's fall from favor, but analyzes retailer incentives: MTA may serve as a tool to unlock brand budgets, which are larger than performance budgets, by justifying higher CPMs and measuring full-funnel impact. Retailers see demand from shopper marketing teams, but brands and consultants express skepticism about MTA's accuracy, data access, and black-box nature. The article contrasts retailer-owned systems with independent tools like Clerdata, Incremental, Keen Decision Systems, and Circana, and discusses limitations of the Albertsons-LiveRamp partnership, which is grocery-exclusive and excludes Google Search and Amazon.

• Albertsons Media Collective announced Retail Media Incrementality-Based Multi-Touch Attribution on September 17, 2026, built with LiveRamp and piloted by PepsiCo.
• Best Buy Ads confirmed its own multi-touch attribution, built in-house, going live on September 30, 2026, within My Ads.
• Albertsons' MTA connects impression-level exposure across its channels, offsite media, and participating platforms (including Google DV360, Google Ad Manager, Perion) against transaction data.

Bringing the Power of RampID Globally to Custom Audiences in ChatGPT Ads

LiveRamp announces the global expansion of RampID to custom audiences in ChatGPT Ads, enabling marketers to leverage identity resolution for AI-driven advertising.

8-K Financial Filing Analysis for LiveRamp (2026-08-20)

On August 17, 2026, LiveRamp Holdings, Inc. formally reduced the size of its Board of Directors from seven to six members following the previously disclosed resignation of director Kristi Argyilan on July 17, 2026. To eliminate the resulting vacancy and ensure balanced class representation across its staggered board, the Board redesignated director Vivian Chow from the class with terms expiring at the 2029 annual meeting to the class expiring at the 2028 annual meeting. This administrative governance adjustment maintains statutory board parity without creating operational disruptions.

• LiveRamp reduced its Board size from 7 to 6 directors on August 17, 2026, eliminating the vacancy from Kristi Argyilan's July 17, 2026 resignation.
• Director Vivian Chow was redesignated from the class expiring at the 2029 annual meeting to the class expiring at the 2028 annual meeting to rebalance board classes.