Teradata Corporation reports developments in enterprise data, analytics, and AI infrastructure for large organizations. Company news centers on the Teradata Autonomous AI and Knowledge platform, the Autonomous Knowledge Platform, Analyst Agent, and Enterprise Vector Store, including deployments across cloud, on-premises, and hybrid environments.
Recurring updates also cover financial results and operating metrics such as annual recurring revenue, public cloud ARR, and recurring revenue. Other announcements address marketplace availability, data science and machine learning recognition, partner and channel activity, industry customer engagements, and product capabilities for governed AI agents, vector search, conversational analytics, and structured and unstructured data.
Teradata (TDC) introduced privacy, security and resiliency capabilities designed to protect sensitive enterprise data used by AI systems. The capabilities include identity separation through its Anonomatic partnership, encryption, data-layer access controls, immutable backups and database-level high availability.
Privacy capabilities and selected native security capabilities are available on Teradata Cloud across AWS, Azure and Google Cloud. Enterprise Data Protection, including immutable backup protection, is also available on those platforms, with Teradata Customer Cloud availability planned in the coming months. Selected security capabilities are available for Teradata Factory and on-premises deployments.
Teradata (TDC) announced expanded sovereign AI capabilities for customer-controlled on-premises infrastructure and an isolated cloud environment on Google Distributed Cloud.
Teradata Factory with AI Studio combines tools for AI agents, model management, data pipelines and analytics within customer-controlled infrastructure. The expanded capabilities are scheduled to be available in Q1 2027. Teradata Sovereign Cloud on Google Distributed Cloud air-gapped is available in Private Preview. This customer-operated environment has no public internet connection and places Teradata's enterprise analytics inside an isolated boundary.
Teradata (NYSE: TDC) will release its third quarter 2026 financial results after the market closes on November 5, 2026. A conference call and live webcast will begin at 1:30 p.m. PT that day to discuss the results and provide a business and financial update. The webcast and replay will be available on Teradata’s Investor Relations website.
Teradata (TDC) announced general availability of Elastic Python Compute within AI Studio, providing a managed environment for distributed AI workloads. Built on Ray, a framework that distributes computing tasks, the capability supports parallel Python execution for data engineering, model training and custom applications without manual cluster management.
Workloads run within the Teradata platform, with direct access to its database, S3 storage and supported open-table catalogs. The capability is available on AWS and Microsoft Azure, and on-premises through Teradata Factory. Teradata expects Google Cloud availability in Q4 2026.
Teradata (TDC) showcased three healthcare and life sciences customer engagements using its platform for disease prediction, patient engagement and regulatory work.
A European research institution's model predicted disease onset up to 10 years ahead, with reported accuracy of 70% for population-level demand planning. A U.S. integrated health system recorded a 520% increase in patient engagement across digital programs. A U.S. healthcare payer used AI within the Teradata platform to support a regulatory initiative without moving data or using external pipelines. Teradata described the payer engagement as a potential blueprint for broader compliance work.
WisdomAI and Teradata (TDC) are partnering to embed WisdomAI’s Agentic Analytics platform natively into Teradata’s new agentic coworker, Tera, within the Teradata Autonomous Knowledge Platform starting in the fourth quarter of 2026.
The integration is designed to let business users query governed enterprise data in natural language, create single-prompt Live Apps, and deploy proactive AI agents across structured, semi-structured, and unstructured data. WisdomAI will execute queries directly on Teradata’s governed data foundation, which the companies say enables over 95%+ insight accuracy while preserving security, lineage, and access controls. The combined system also uses Tera Context Engine to apply curated business context, aiming to shift more work from probabilistic reasoning to deterministic execution.
Teradata (TDC) introduced a major evolution of its Tera offering, turning it into an agentic coworker for enterprise data work and launching three new components: Tera Context Engine, Tera Harness, and Agent Skills, with availability planned in Q4 2026.
Tera Context Engine is a vendor-neutral context and orchestration layer that connects enterprise data, tools, and models without moving data, using a native context graph, neurosymbolic models, and deterministic retrieval to lower AI costs and improve auditability. Tera Harness converts user intent into governed, multi-step execution with cost-optimized loops, embedded guardrails, and a Go-native performance core supporting up to 512 concurrent agents on a single 8‑vCPU VM.
Agent Skills encapsulate Teradata’s domain knowledge into reusable, AI-callable functions for platform and analytics agents. Benchmarks show lower token use, faster completion, and lower cost versus Claude Code and Snowflake Cortex Code on SWE-bench Pro and data-eng-bench.
Teradata (TDC) announced an integration between its Autonomous Knowledge Platform and Microsoft OneLake, allowing enterprise AI workloads to run directly on data stored in OneLake without ETL pipelines, data duplication, or migration.
Built on Apache Iceberg, the integration enables in-place querying of OneLake tables via standard Iceberg APIs, with Microsoft Entra ID providing cross-platform authentication. Customers can join and analyze data across Teradata and Microsoft Fabric environments while preserving existing governance and security models. Read access to OneLake via Teradata is available now and will be showcased at the European Microsoft Fabric + SQL Community Conference in Barcelona from September 28 to October 1, 2026.
Teradata (NYSE:TDC) announced its participation in Citi's 2026 Global TMT Conference in New York, NY on September 9, 2026, with a presentation at 12:35 p.m. ET by CEO Steve McMillan.
The presentation will be webcast live and available for replay for 30 days on Teradata's Investor Relations website at investor.teradata.com.
Teradata (NYSE:TDC) reported second quarter 2026 results with total revenue of $410 million, flat year-over-year, and recurring revenue of $363 million, up 3% (2% in constant currency) and representing 89% of total revenue. Total ARR reached $1.509 billion (up 1% reported) and public cloud ARR grew to $686 million (up 8% reported).
GAAP gross margin rose to 59.3% and GAAP operating margin to 11.7%, while non-GAAP operating margin improved to 21.5%. GAAP diluted EPS was $0.48 versus $0.09, and non-GAAP diluted EPS was $0.69 versus $0.47. Operating cash flow increased to $106 million, with free cash flow of $105 million and adjusted free cash flow of $127 million.
For full year 2026, Teradata raised guidance to GAAP EPS of $4.43–$4.51, non-GAAP EPS of $2.65–$2.73, operating cash flow of $665–$685 million (including a $315 million after-tax net benefit from an SAP settlement), and adjusted free cash flow of $330–$350 million, while reaffirming modest ARR and revenue growth ranges.