AI Agents. Built for Scale. Ready for Action.

Become an even more customer-centric company with autonomous, task-based AI Agents. Make customer data and audience intelligence accessible across your company to boost productivity, efficiency, and revenue.

Assemble your superhuman team

Treasure Data AI Agents are built on the AI Agent Foundry and infused with the Diamond Record, the most trusted universal customer ID. 

Bring all the valuable data in your CDP across the business to:
Accelerate decision-making across customer-centric teams with questions about customer data answered in an instant
Democratize access to customer data by allowing business users to get insights on-demand without relying on technical teams
Improve real-time personalization and customer experiences using agents to uncover valuable segments and orchestrate intelligent journeys
Assemble your superhuman team

Tools like Treasure Data’s [Audience Agent] are enormously helpful because you don’t need technical or logical affinity with the CDP.”

Ian Phillips

Ian Phillips

CRM Data Manager

Condé Nast

Treasure Data AI Agents

Audience Agent

Audience discovery and segmentation

Discover and create high-value segments from behavioural signals quickly without needing SQL or advanced data skills.

Deep Research Agent

Campaign planning and strategy

Analyze internal and external data to identify audiences and uncover new campaign opportunities.

Journey Optimizer Agent

Journey orchestration

Recommend and implement customer journey changes and A/B tests to deliver more personalized customer experiences.

Content Gen + Brand Compliance Agents

Creative production at scale

Automate the creation, review, and QA of marketing content at scale, including emails, ad copy, and subject lines.

AI Decisioning Agent

Offer and decision optimization

Determine the best channel, time, and message for each user, automating deeper, real-time personalization.

Taxonomy Agent

Taxonomy and personalization enrichment

Convert unstructured data into structured personalization tags to improve personalization at scale.

Treasure Data AI Agents vs the competition

Capability

Other AI Agents

Treasure Data AI Agents

Purpose-built for CDP tasks

Trained to support a variety of generic use cases

Trained for marketing, CX, and data use cases

Enterprise-readiness

Permissions and access are unmanaged and unaudited

Adheres to permissions and access control, with full auditability

Composability

Agents work independently with no interoperability

Mix and match agents across journey, content, and data workflows

Customer ID integration

Prone to hallucinations and unreliable decision-making

Grounded in the Diamond Record to eliminate hallucination risk and ensures accurate decision-making

Agent library and customization

Limited to out-of-the-box, standalone agents

Utilize out-of-the-box agents or build custom agents within a governed ecosystem

Key capabilities

Built for control, oversight, and scale

AI Agents are enterprise-safe. Enterprise teams need control, oversight, and auditability and  Treasure Data’s agent architecture is built with these constraints from the start. All agent execution happens within a secure, role-based environment

How it works:

  • Permissions are applied at the agent level
  • Admins define which agents users can see, run, and modify
  • Agent actions (e.g., creating a segment or launching a journey) are logged
  • Brand governance agents can be added to enforce tone, compliance, and formatting for generated content

Unlock sky-high productivity and efficiency with AI Agents