--- title: "Tealium for AI" id: "91891" type: "page" slug: "tealium-for-ai" published_at: "2026-04-27T19:49:07+00:00" modified_at: "2026-08-24T18:18:04+00:00" url: "https://tealium.com/platform/tealium-for-ai/" markdown_url: "https://tealium.com/platform/tealium-for-ai.md" --- Tealium for AI # Build Smarter AI With Real-Time Customer Data ## Tealium feeds models and agents real-time, consented customer context, writes predictions back into profiles and channels, and keeps every signal governed across the full AI loop. [Get a Demo](https://tealium.com/lp/demo-request/) [Launch a Self-Guided Demo](https://tealium.com/tech-demos/) ## Trusted by 850+ Enterprise Customers. ### Your Models Are Ready. Your Data Pipeline Is Not. #### A propensity score your model returned last night lands on a dashboard this morning. The visitor you scored left five minutes ago. Predictions age in tables. Scores never reach the session. Every AI initiative pays the same tax, between what the model knows and what the customer sees. ### Round-Trip Data Orchestration Built for AI. #### Tealium sits between every customer touchpoint and every AI system. It [collects events](https://tealium.com/products-real-time-data-collection-and-quality/) across web, mobile, and server-side sources, enriches them with identity and consent, routes them to your [models and agents](https://tealium.com/products/tealium-for-ai/) in real time, and activates the outputs across [1,300+ channels](https://tealium.com/integrations/) while intent is still current. Your model stack stays where it is. Tealium feeds it. ## Connect, Enrich, and Activate AI in Real Time [Feed AI With Trusted, Real-Time Customer Context Collect, validate, and enrich events with identity, session history, consent, and audience state before they reach a model or feature store. Learn More](https://docs.tealium.com/guides/function-for-ai-activation/) [Connect Models, Agents, and Data Clouds Route events to AWS Bedrock, Vertex AI, OpenAI, SageMaker, or any custom endpoint, with responses written back to profiles and channels automatically. Learn More](https://docs.tealium.com/guides/ai-connectors-and-functions/) [Activate AI Outputs While Intent Is Fresh Push predictions, scores, and recommendations into destinations the moment they return, with no staging. Learn More](https://tealium.com/resource/webinar/turn-ai-in-your-data-cloud-into-real-time-customer-action/) [Use AI Inside the Product Generate configuration notes, summarize profile versions, and find attributes through natural-language search, built directly into the Tealium workspace. See New Features](https://tealium.com/press-releases/october-ai-features/) [Bring Intelligence Into the Stream Managed AI agents classify search intent, sentiment, and buying signals directly in the event stream, ready for immediate activation. Learn More](https://tealium.com/blog/artificial-intelligence-ai/meet-behavioral-insight-agent-intelligence-that-lives-in-the-stream/) [Keep AI Compliant by Design Consent travels with every event, PII detection and encryption run inline, and audit trails cover every payload sent to a model or agent. Learn More](https://tealium.com/solutions-data-collection-privacy/) ## AI Is Already Inside Tealium ### Tealium runs AI where the data lives and where users work. No separate tool, no separate account. ### Generate Configuration Notes Automatic notes for attributes, audiences, and variables capture what changed and why, without writing the documentation yourself. ### Ask the AI Assistant Summarize the latest published profile version, answer configuration questions, and locate attributes with natural-language queries. ### Classify Behavior in Real Time A [managed agent](https://tealium.com/blog/artificial-intelligence-ai/meet-behavioral-insight-agent-intelligence-that-lives-in-the-stream/) labels search intent, browsing vs. buying, sentiment, and affinity inside the event stream, ready for immediate activation. ## Governed Customer Context for Every Agent ### AI agents need more than API access. They need customer context, consent, and an activation path. Tealium gives them all three through the Model Context Protocol. [Query Unified Profiles Through MCP Agent frameworks pull live customer context, audience membership, and consent state from Tealium without direct database access. Read the docs](https://docs.tealium.com/server-side/moments-api/about/#mcp-server) ### Act Through Tealium's Activation Layer When an agent decides to act, Tealium routes the action through the same governed connectors your stack already uses. ### Respect Consent at Every Step Every agent query and every agent action carries the consent state of the user it affects. Governance lives with the context, not in a separate check. ## Intelligence Closer to the Moment ### The fastest AI decision is the one that does not leave the device. Tealium's native mobile SDK delivers on-device intelligence today, with edge classification closer to the moment of capture. ### Native Mobile SDK One iOS and Android SDK delivers events to Tealium and every supported vendor SDK, with on-device extensions and consent logic. ### On-Device AI Run models like Gemini Nano on dedicated device AI chips for personalization and next best action without a server round-trip. ### Edge Classification Behavioral classification closer to where events are captured, reducing latency and keeping sensitive signals local. ## One Platform. Every Customer Decision. [Collect Trusted Data Everywhere Capture events from web, mobile, server-side, API, IoT, and enterprise sources through one governed layer with consent at collection. Explore data collection →](https://tealium.com/platform/data-collection) [Unify Identity and Profiles Resolve customer identity across devices, sessions, and channels into one persistent profile that updates the moment new signals arrive. Explore the CDP →](https://tealium.com/platform/cdp-overview) [Orchestrate Decisions in Real Time Enrich events with live context, run custom logic in serverless functions, and route data through governed workflows. Explore enrichment →](https://tealium.com/platform/enrichment-orchestration) [Activate From the Cloud or in the Moment Activate modeled data from Snowflake, Databricks, BigQuery, or Redshift. Trigger on live signals. Sync on a schedule. Explore cloud activations →](https://tealium.com/platform/cloud-activation/) [Power AI With Governed Context Feed models and agents real-time, consented context, then activate their outputs across 1,300+ channels while intent is still fresh. Explore Tealium for AI →](https://tealium.com/platform/tealium-for-ai) [Enforce Consent Across Every Data Path Consent travels with every event. Block-by-default rules run before activation. PII controls run inline. See how consent works →](https://tealium.com/platform/enrichment-orchestration) ## Built for Enterprises. Proven by Results. ### [See more AI customer stories →](https://tealium.com/resources/?resource_type=case-study&sortdir=desc) ## 22% #### Real-time AI powered by Tealium ### Spark New Zealand Snowflake, and Spark's decisioning engine. Trigger to decision to activation in under 300 milliseconds. ##### [Read the case study →](https://tealium.com/resource/case-study/data-chaos-to-autonomous-marketing_spark-nz/) ## 54% #### More Call-to-Lead Conversion ### Legal & General Real-time identity resolution and activation drove measurable engagement lifts in a regulated financial-services environment. ##### [Read the case study →](https://tealium.com/resource/case-study/legal-general-transforms-customer-engagement-through-real-time-data-and-insight/) ## 50% #### Increase in Conversions ### With the right data signals, AI models, and orchestration, Vodafone turned predictive intelligence into measurable sales impact. ##### [Read the case study →](https://tealium.com/resource/case-study/vodafone-ai-powered-customer-revolution/) ## Why Teams Pick Tealium for AI ### Feed Better Inputs, Not Just More Identity, session context, audience state, and consent travel with every event before it reaches a model. ### Activate Outputs Where They Matter Predictions reach 1,300+ destinations in real time instead of landing in a table no one checks. ### Work With Any Model Stack Bedrock, Vertex AI, OpenAI, SageMaker, or custom endpoints. Tealium feeds the models. It does not replace them. ### Run AI Where the Data Lives Managed agents classify behavior in-stream. AI assistance sits inside the workspace. No custom infrastructure to maintain. ### Keep AI Compliant Without Friction Consent propagation, PII controls, and audit logging are embedded in the same pipeline that feeds and activates AI. ## How Tealium Compares ### See how Tealium stacks up against traditional AI point tools, data clouds, and monolithic suites. | Capability | AI Point Tools Alone | Data Clouds / Monolithic Suites | Tealium | | --- | --- | --- | --- | | Real-Time Context | Limited | Not a CDP | Suite-bound Identity, consent, & audiences per event | | Activation Reach | Model-only | Training and scoring only | Ecosystem-limited 1,300+ destinations | | Governance | Bolt-on | Manual | Varies Consent, PII, & audit trails embedded | | Model Neutrality | N/A | Cloud-bound | Single-vendor Any cloud, any endpoint | | Agent Readiness | Framework-specific | None | Closed Governed MCP access to profiles & activation | | In-Product AI | Standalone | Not applicable | Varies Notes, assistant & behavioral classification | ### We Already Have a Model Stack. What Does Tealium Add? #### Tealium does not serve your models, train them, or replace your feature store. It feeds them. Tealium collects, validates, and enriches customer events in real time, routes them to your model endpoints, writes responses back to profiles, and activates the outputs across 1,300+ channels while intent is fresh. Spark New Zealand runs trigger-to-decision-to-activation in real-time on exactly this pattern. ## Recommended Content [Powered by Tealium](https://tealium.com/blog/teal-on-teal/how-we-used-our-own-stack-to-personalize-tealium-com/?db_surface=web&db_slot=0) ### Loading Learn more ### Loading Learn more ### Loading Learn more See AI + Your Data. ## See AI That Moves at Customer Speed ### Walk through a live customer-event-to-prediction-to-activation flow with a Tealium AI architect on your own stack. [Get a Demo](https://tealium.com/lp/demo-request/) [Lanch a Self-Guided Demo](https://tealium.com/tech-demos/) ### Submitted! Thank you!