Hightouch Introduces Adaptive Identity Resolution for Dynamic Customer Profiles. Hightouch, a leading provider of data and AI platforms for marketing and personalization, has launched Adaptive Identity Resolution, a new capability designed to transform disparate customer data into usable profiles that can adapt to various business use cases.Part of Hightouch’s warehouse-native Customer Data Platform (CDP), this new capability introduces “multi-zone” identity resolution, enabling businesses to toggle between high-confidence deterministic matching and higher-reach probabilistic matching within a single project setup. Modern customer engagement across multiple devices, emails, and channels presents a persistent challenge for achieving clean, accurate customer data. Traditional deterministic identity resolution, which relies on exact matches such as identical email addresses or phone numbers, often struggles when underlying data is inconsistent or incomplete. Probabilistic identity resolution addresses this by employing machine learning models to infer connections between similar, but not identical, records, such as linking a nickname and personal email to a business identity.”Most identity resolution tools are either rigid or opaque,” stated Tejas Manohar, Co-Founder and Co-CEO of Hightouch. “We’ve built something entirely new, a multi-zone identity engine that lets customers toggle between high-confidence deterministic graphs and higher-reach probabilistic graphs, without sacrificing transparency or control. The ways you use customer identities are situational; Adaptive Identity Resolution adjusts to fit each situation.”Key features of Adaptive Identity Resolution include multi-zone matching, allowing users to adjust confidence levels for precision or reach by utilizing deterministic and probabilistic resolution in parallel depending on the use case. Its warehouse-native architecture performs identity resolution directly on complete data within the data warehouse, eliminating the need to transfer data to a separate CDP or proprietary system. The solution is also highly configurable and transparent, enabling users to fine-tune matching logic, inspect machine learning decisions, and customize golden record logic without requiring code. Furthermore, it supports real-time data activation, allowing merged profiles to be applied instantly across advertising, email campaigns, customer success initiatives, and more through Hightouch’s extensive integration ecosystem.Many businesses today contend with disjointed customer records that hinder marketing effectiveness and personalization efforts. While other platforms offer probabilistic matching, Hightouch differentiates itself by making both probabilistic and deterministic resolution fully configurable, transparent, and warehouse-native. This approach provides brands with granular control over their identity resolution logic, allowing them to optimize for diverse downstream use cases while preserving data ownership at every stage. This framework is designed to be an intelligent, transparent system that evolves with business needs, transforming identity resolution from a mere hygiene task into a strategic advantage by bringing AI capabilities directly into the data warehouse.Hightouch is trusted by organizations such as Autotrader, Spotify, Cars.com, Grammarly, and PetSmart for leveraging data and AI to power personalized marketing and business operations.