Treasure Data Agent Hub
Multi-Touch Attribution Agent
Eliminates manual reporting by unifying data from GA4, Adobe Analytics and more into natural-language answers while surfacing optimization ideas, A/B test suggestions, and top-selling products by channel for fast, executive-ready decisions.
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- Analytics & BI
- Creative & Content
- Data Onboarding & Enrichment
- Marketing Activation & Decisioning
Omni-Channel Agent
Designed to significantly reduce the time marketers spend pulling reports and generating insights from various platforms. By simply asking questions, marketers can quickly access performance data and optimization recommendations, allowing them to focus more on strategy and execution.
AI Decisioning Agent
Uses marketing goals, available creative, and desired messaging, then autonomously determines the optimal next step, choosing the right channel, content, and timing for each user.
Data Quality Agent
Monitors data pipelines to detect anomalies and flag inconsistencies, ensuring that the data feeding your AI models and marketing systems is always clean and trustworthy.
Data Pipelines Agent
Orchestrates data pipelines from source systems into Treasure Data across staging, transformation and profiles layer. Automatically generates code based on user input to help reduce deployment time by 50% or more.
Journey Optimizer Agent
Recommends and implements customer journey changes and A/B tests to deliver more personalized customer experiences.
Personas Agent
Creates AI-driven personas. Users interact with personas via an Agent UI, showcasing details and allowing journey creation for specific campaigns.
Offers and Promos Agent
Provides offers and promotions based on user history when they visit websites or apps.
Multi-Touch Attribution Agent
Analyzes channel performance across multiple attribution models to determine optimal budget allocation and channel strategy.
Deep Research Agent
Conducts deep research on hypotheses that include a combination of your customer data, industry and competitive data. Delivers deep insights into effective campaigns and ways to improve customer experiences.