Pre‑built agents for platform operations
Reduce DBA operational overhead by 40% to 50% with agents that manage infrastructure, performance, and costs within defined guardrails.
Tera agents are ready-to-use platform agents for DBAs and platform teams. They continuously analyze DBQL, telemetry, and cost signals. They surface drift and propose tuning, sizing, and FinOps policies. DBAs review and approve higher-impact changes. Low-impact actions run within defined guardrails. This reduces manual log work and keeps performance and cost under control.
Build enterprise agents on your data
Use no-code and pro-code tools to build, deploy, and manage agents that operate safely on your governed data.
Build agents purpose-fit for your enterprise use cases. With Teradata AI Studio, your teams can create custom agents using no-code builders or pro-code frameworks. Every agent connects directly to governed enterprise data through Enterprise MCP and runs on the same secure runtime as Teradata pre-built agents. No shadow systems. No re-platforming. Just production-ready agents built on your data.
Use open agents safely on enterprise data
Adopt open or marketplace agents and connect them securely to your governed enterprise data. No data movement is required.
Open agents let enterprises bring external agents into the Teradata ecosystem. Adopt agents from cloud marketplaces or open frameworks and connect them securely to governed enterprise data through Teradata Enterprise MCP. Every agent runs with full execution visibility and compliance. No data movement. No governance gaps. Teams gain ecosystem innovation without sacrificing security, control, or operational discipline.
Integrate third-party agents without data lock-in
Run partner‑built agents on governed Teradata data while maintaining security, control, and enterprise accountability.
Third-party agents are commercial agents built and supported by ISVs. With Teradata, they connect through Enterprise MCP to operate directly on governed enterprise data without moving data into a vendor-specific platform. Whether a Salesforce agent querying customer data or a ServiceNow agent accessing operational records, every execution is observable, access is controlled, and compliance is enforced.
Financial risk profiling and early‑warning detection
Unify credit risk intelligence across portfolio monitoring, credit-limit management, and collections decisions.
Risk detection in banking
Managing credit risk in regulated banking is hard because signals live in different tools and teams. Risk analytics, data science, and credit operations work separately, and scoring logic gets duplicated as it moves into decision systems. The result is late detection, conflicting metrics, and slow handoffs.
Teradata's agent ecosystem unifies this process. Proprietary agents built in AI Studio analyze transactions and portfolio behavior on governed data and refine scoring logic. Open agents add market signals without data movement. Third-party agents connect through Enterprise MCP with compliance enforcement at every step.
Teradata Agent FAQ
Who builds and owns the agents created in AI Studio?
Who builds and owns the agents created in AI Studio?
Your teams build and own them. Agents created using no-code or pro-code tools in Teradata AI Studio are enterprise assets, designed for your use cases and governed by your policies. Teradata provides the runtime, security, and control — not ownership of the agent logic. No lock-in. No vendor dependency on your agent IP.
Do I need a team of AI/ML engineers to build agents on Teradata?
Do I need a team of AI/ML engineers to build agents on Teradata?
How are Teradata agents different from traditional automation or scripts?
How are Teradata agents different from traditional automation or scripts?
Traditional scripts are static and break when conditions change. Teradata agents continuously analyze real workload telemetry, surface drift, and recommend actions before issues occur. Low‑impact changes run automatically within guardrails, while higher‑impact actions require DBA approval. This reduces operational overhead without sacrificing control.
Can we safely use open or marketplace agents with enterprise data?
Can we safely use open or marketplace agents with enterprise data?
Yes. Open and marketplace agents connect through Enterprise MCP, which enforces governed access, compliance controls, and full execution visibility. Agents operate directly on enterprise data, without copying or moving it. You get the innovation of an open ecosystem without compromising security, governance, or data ownership.
Do third-party agents require data to move out of Teradata?
Do third-party agents require data to move out of Teradata?
No. Third-party agents connect through Enterprise MCP and operate directly on governed enterprise data. Unlike platforms that require data copied into vendor-specific environments, Teradata enforces access controls, compliance, and full execution visibility without data ever leaving your platform.
How do all agent types work together securely on one platform?
How do all agent types work together securely on one platform?
All agent types like Teradata agents, Your agents, Open agents, and Third-Party agents, run on the same governed runtime and access enterprise data through Enterprise MCP. AgentOps provides centralized visibility, policy enforcement, compliance controls, and cost governance across every agent, regardless of origin.
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