테라다데이터 정보
테라데이터는 기업들이 지능을 자율적 행동으로 전환할 수 있도록 지원하며, AI 에이전트가 깊은 비즈니스 맥락과 신뢰할 수 있는 데이터에 기반을 두도록 합니다. AI 에이전트가 늘어나면서, 테라데이터는 기업들이 지금 필요로 하는 컨텍스트 엔진, 거버넌스 계층, 그리고 성능 기반이 되었습니다. Teradata 자율 AI 및 지식 플랫폼은 클라우드, 온프레미스, 하이브리드 환경에서 AI를 생산에 투입합니다.
Teradata VantageCloud Delivers 427% ROI and 11-Month Payback, According to Nucleus Research ROI Guidebook
Independent Research Demonstrates Strong Financial Returns and Accelerated AI Innovation for Teradata Customers
Teradata (NYSE: TDC) today announced the results of an independent return on investment (ROI) study conducted by Nucleus Research, a global provider of ROI-focused technology research and advisory services. The comprehensive analysis found that organizations using Teradata VantageCloud achieved an average ROI of 427% over three years, with an average annual benefit of $7.9 million and a payback period of just 11 months.
"The financial results demonstrate that enterprises can achieve substantial returns while modernizing their data infrastructure," said Alex Wurm, Senior Analyst at Nucleus Research. "Teradata's innovative approach combines cloud with hybrid flexibility and addresses the real-world constraints organizations face, delivering both immediate operational benefits and long-term strategic value."
To better understand the benefits and costs associated with an investment in Teradata VantageCloud, Nucleus conducted an in-depth ROI assessment of multiple customers across healthcare, insurance, and telecommunications organizations ranging from 5,000 to 45,000 employees. (Methodology details below.) On average, organizations realized:
- Annual ROI: 427%
- Payback Period: 11 months
- Annual Benefit: $7,917,573
Other significant operational and performance benefits found in the study included:
- Cost Reduction and Operational Efficiency: Eliminated costly hardware refresh cycles, with one telecommunications company saving $350K annually by avoiding a 7-year infrastructure upgrade. Administrative overhead was reduced by 43% through Teradata's fully managed service model, delivering annual direct cost savings of $735,000.
- Enhanced Compute Performance: Data processing performance improved by 25% to 30%, while backup operations accelerated by 87% to 90% compared to traditional manual processes, allowing IT teams to redirect focus to higher-value strategic initiatives.
- Accelerated AI and Machine Learning: Organizations achieved 26% to 75% faster model delivery times – reducing deployment from over a month to just one week in some cases. Existing models performed 10% to 15% better with ClearScape Analytics' comprehensive AI/ML platform.
- Real-Time Business Impact: A healthcare provider serving over three million patients reduced integration timelines by 67% while merging previously siloed systems. A commercial insurer processing 200TB of data now processes a full day's worth of financial transactions in just 10 minutes, enabling real-time decision-making.
"By integrating Teradata's advanced analytics into our retention strategies, we're not just predicting customer churn – we’re preventing it. After transitioning to Teradata's ClearScape Analytics, our AI-driven churn modeling saw a 10-15% lift in accuracy," noted a telecommunications provider.
Read the full value guidebook here: https://www.teradata.com/resources/analyst-reports/value-guidebook
New Calculator to Determine ROI Potential
Organizations interested in quantifying their potential returns can access Teradata's business value assessment tool to see potential returns from data and AI initiatives. The interactive tool, with data verified by Nucleus Research, helps companies understand how Teradata enables organizations to do more with less by answering a few quick questions about their current environment and objectives. Access it here: https://www.teradata.com/why-teradata/business-value-calculator
Now Available On Demand: The ROI Conversation Webinar
Catch our on-demand webinar with Alex Wurm, analyst at Nucleus Research, and Jen Wray, SVP, Worldwide Field Technology Organization from Teradata for a conversation about ROI. Drawing on in-depth interviews with Teradata customers across industries like financial services, telecommunications, manufacturing, and healthcare, Wurm shares what separates high-performing data and AI initiatives from those that stall out.
In this session, you’ll learn:
- How leading organizations are cutting model development time by up to 51% and boosting data science productivity
- Why customers are achieving 4x ROI and payback in under a year—and how they're doing it
- Where Teradata delivers the most measurable value (hint: it's not just in IT savings)
- How to reframe technical initiatives in terms of business impact so stakeholders get on board
Comprehensive Research Methodology
Nucleus Research conducted in-depth ROI assessments through extensive interviews with Teradata VantageCloud customers, analyzing costs and benefits across software subscriptions, consulting, personnel, and operational impacts over a three-year period. The study employed standard NASBA accounting principles to ensure financial accuracy and credibility.
About Nucleus Research
Nucleus Research is a leading provider of investigative research and advisory services focused on the business value of technology. Since 2000, Nucleus has published ROI research studies that help organizations understand the real business impact of technology investments. The company's NASBA-registered ROI methodology provides standardized financial assessments used by enterprises worldwide.