Dynatrace Advances AI Observability to Support Generative AI Initiatives
Dynatrace (NYSE: DT) has announced expanded capabilities for observing customers' Generative AI initiatives, focusing on reliability, performance, security, and compliance. The company introduced several industry-first platform advancements including:
- Enhanced LLM Model Analytics with predictive capabilities to monitor KPIs and forecast cost changes
- LLM Input and Output Guardrails to prevent misuse and ensure quality
- Multi-model Tracing for end-to-end observability of multiple LLMs
- Responsible AI Integrations for AI governance and audit trails
These developments come as IDC forecasts worldwide spending on AI-supporting technologies to exceed $749 billion by 2028. FreedomPay has already implemented Dynatrace's solutions to improve compliance, security, and costs in their payment systems. The company will showcase these capabilities at Perform 2025 in Las Vegas, February 3-5.
Dynatrace (NYSE: DT) ha annunciato un ampliamento delle capacità per osservare le iniziative di Intelligenza Artificiale Generativa dei clienti, concentrandosi su affidabilità, prestazioni, sicurezza e conformità. L'azienda ha introdotto diversi miglioramenti innovativi alla piattaforma, tra cui:
- Analisi avanzata dei modelli LLM con capacità predittive per monitorare i KPI e prevedere i cambiamenti nei costi
- Barriere di input e output per LLM per prevenire abusi e garantire qualità
- Tracciamento multi-modello per la visibilità end-to-end di più LLM
- Integrazioni per AI Responsabile per la governance dell'IA e le tracce di audit
Questi sviluppi si presentano mentre IDC prevede che la spesa mondiale per tecnologie a sostegno dell'IA supererà i 749 miliardi di dollari entro il 2028. FreedomPay ha già implementato le soluzioni di Dynatrace per migliorare la conformità, la sicurezza e i costi nei propri sistemi di pagamento. L'azienda presenterà queste capacità a Perform 2025 a Las Vegas, dal 3 al 5 febbraio.
Dynatrace (NYSE: DT) ha anunciado la ampliación de capacidades para observar las iniciativas de Inteligencia Artificial Generativa de los clientes, centrándose en la fiabilidad, el rendimiento, la seguridad y la conformidad. La compañía introdujo varios avances pioneros en la plataforma, que incluyen:
- Analítica mejorada de modelos LLM con capacidades predictivas para monitorear KPIs y prever cambios en los costos
- Guardrails para entrada y salida de LLM para prevenir el mal uso y asegurar la calidad
- Seguimiento multi-modelo para la observabilidad de extremo a extremo de múltiples LLM
- Integraciones de IA Responsable para la gobernanza de la IA y rastros de auditoría
Estos desarrollos se presentan mientras IDC pronostica que el gasto mundial en tecnologías que apoyan la IA superará los 749 mil millones de dólares para 2028. FreedomPay ya ha implementado las soluciones de Dynatrace para mejorar la conformidad, la seguridad y los costos en sus sistemas de pago. La compañía mostrará estas capacidades en Perform 2025 en Las Vegas, del 3 al 5 de febrero.
다이나트레이스 (NYSE: DT)는 고객의 생성적 AI 이니셔티브를 관찰하기 위한 확장된 기능을 발표하며, 신뢰성, 성능, 보안 및 규정 준수를 중점적으로 다루고 있습니다. 이 회사는 다음과 같은 여러 산업 최초의 플랫폼 개선 사항을 도입했습니다:
- 예측 기능을 갖춘 향상된 LLM 모델 분석으로 KPI를 모니터링하고 비용 변동을 예측합니다
- LLM 입력 및 출력 가드레일을 통해 오용을 방지하고 품질을 보장합니다
- 다중 모델 추적을 통해 여러 LLM의 종단 간 가시성을 제공합니다
- 책임 있는 AI 통합을 통해 AI 거버넌스 및 감사 추적을 제공합니다
이러한 개발은 IDC가 AI 지원 기술에 대한 전 세계 지출이 2028년까지 7490억 달러를 초과할 것으로 예측하면서 나타났습니다. FreedomPay는 이미 자사의 결제 시스템에서 컴플라이언스, 보안 및 비용을 개선하기 위해 다이나트레이스의 솔루션을 구현하였습니다. 이 회사는 2025년 2월 3일부터 5일 사이에 라스베이거스에서 개최되는 Perform 2025에서 이러한 기능을 선보일 예정입니다.
Dynatrace (NYSE: DT) a annoncé l'extension des capacités d'observation des initiatives d'Intelligence Artificielle Générative de ses clients, en mettant l'accent sur la fiabilité, la performance, la sécurité et la conformité. L'entreprise a introduit plusieurs avancées de plateforme de premier plan, notamment :
- Analyses avancées des modèles LLM avec des capacités prédictives pour surveiller les KPI et prévoir les variations de coûts
- Garde-fous d'entrée et de sortie des LLM pour prévenir les abus et garantir la qualité
- Traçage multi-modèle pour une observabilité de bout en bout de plusieurs LLM
- Intégrations IA Responsable pour la gouvernance de l'IA et les pistes d'audit
Ces développements surviennent alors que l'IDC prévoit que les dépenses mondiales pour les technologies soutenant l'IA dépasseront 749 milliards de dollars d'ici 2028. FreedomPay a déjà mis en œuvre les solutions de Dynatrace pour améliorer la conformité, la sécurité et les coûts dans ses systèmes de paiement. L'entreprise présentera ces capacités lors de Perform 2025 à Las Vegas, du 3 au 5 février.
Dynatrace (NYSE: DT) hat erweitere Funktionen zur Beobachtung der Generativen KI-Initiativen der Kunden angekündigt, mit einem Fokus auf Zuverlässigkeit, Leistung, Sicherheit und Compliance. Das Unternehmen hat mehrere branchenerste Plattformverbesserungen eingeführt, darunter:
- Verbesserte LLM-Modellanalysen mit prädiktiven Möglichkeiten zur Überwachung von KPIs und zur Vorhersage von Kostenänderungen
- LLM-Eingabe- und Ausgabe-Guidelines, um Missbrauch zu verhindern und Qualität zu gewährleisten
- Multi-Modell-Tracking für die End-to-End-Observierbarkeit mehrerer LLMs
- Verantwortliche KI-Integrationen für KI-Governance und Prüfprotokolle
Diese Entwicklungen kommen, während IDC prognostiziert, dass die weltweiten Ausgaben für KI-unterstützende Technologien bis 2028 749 Milliarden Dollar übersteigen werden. FreedomPay hat bereits die Lösungen von Dynatrace implementiert, um die Compliance, Sicherheit und Kosten in ihren Zahlungssystemen zu verbessern. Das Unternehmen wird diese Fähigkeiten auf der Perform 2025 in Las Vegas, vom 3. bis 5. Februar präsentieren.
- Expanding into the growing AI observability market, projected to reach $749B by 2028
- Launch of new AI monitoring capabilities enhancing product offering
- Secured implementation with major client FreedomPay
- None.
Insights
Dynatrace's latest AI observability enhancements represent a strategic positioning that could significantly strengthen their market leadership in the $749 billion AI technology market. The announcement introduces four critical capabilities that directly address enterprise pain points in AI implementation:
The enhanced LLM Model Analytics with predictive capabilities is particularly significant as it tackles one of the biggest challenges in enterprise AI adoption - cost management and ROI tracking. This feature could become a key differentiator as organizations struggle with unpredictable AI implementation costs.
The introduction of LLM Input and Output Guardrails addresses growing concerns about AI security and reliability. This is especially important as enterprises face increasing regulatory scrutiny and compliance requirements around AI deployments. The ability to detect hallucinations and prevent PII leakage positions Dynatrace favorably in regulated industries like healthcare and finance.
The Multi-model Tracing capability is technically sophisticated and timely, as enterprises increasingly deploy complex AI systems with multiple interacting models. This feature could provide Dynatrace a significant competitive advantage as few platforms offer comprehensive visibility into RAG pipelines and agentic frameworks.
The FreedomPay implementation serves as a powerful proof point, demonstrating real-world application in the high-stakes payments industry where reliability and security are paramount. This reference implementation in fintech could accelerate adoption in other security-sensitive sectors.
Looking ahead, these enhancements position Dynatrace to capture a larger share of the observability market as enterprises shift from AI experimentation to production deployment. The focus on governance and compliance through Grail's audit capabilities is particularly well-timed given the evolving regulatory landscape around AI.
With more than a decade of AI leadership, Dynatrace provides customers with unrivaled insight into their AI-native applications to drive reliability, cost-effectiveness, and compliance
IDC forecasts that worldwide spending on AI-supporting technologies will surpass
Dynatrace is enabling its enterprise customers to achieve this through a series of industry-first platform advancements, including:
- Enhanced LLM Model Analytics: In addition to monitoring standard KPIs such as input and output errors, response times, and token consumption, the predictive capabilities of Dynatrace Davis AI® detect changes in usage behavior to predict and forecast cost changes associated with LLM usage. This helps teams understand model performance and optimization opportunities, including how they can better manage costs and control ROI.
- LLM Input and Output Guardrails: Dynatrace safeguards the quality of AI application input and output to help build trust in AI. This enables customers to recognize model hallucinations, identify attempts at LLM misuse such as malicious prompt injection, prevent Personally Identifiable Information (PII) leakage, and detect toxic language.
- Multi-model Tracing: Dynatrace maps dependencies between multiple LLMs that work in concert with Retrieval Augmented Generation (RAG) pipelines or agentic frameworks to provide end-to-end observability of the entire system, not just the component parts. This gives teams the insight to verify that dependencies are interacting seamlessly so they can deliver optimal end-user experiences.
- Responsible AI Integrations: Dynatrace helps organizations with AI governance by tracking every input and output without sampling to provide an audit trail of monitoring and observability, including documenting what training data was used for a given model. Through Dynatrace Grail™, all data can be queried in real time and stored for future reference.
Customer Value in AI Observability
“An increasing number of enterprise and mid-market merchants are leveraging artificial intelligence to empower their end-to-end payment strategy. At FreedomPay our challenge is to support merchants who look to seamlessly connect back-end systems with customer facing channels,” said Chris Kronenthal, President at FreedomPay. “Dynatrace enables FreedomPay to adopt advanced analytics and intelligence to solve complex data problems for our customers. This is required to deliver a world-class solution to improve compliance, security, and overall costs.”
Learning from Industry Experts
According to Stephen Elliot, IDC Group Vice President, I&O and Cloud Operations, “AI represents a transformational change in technology and business. Data and LLM observability are essential requirements for building and deploying reliable, trustworthy, and cost-effective AI solutions. These capabilities provide the critical insights needed to ensure that models perform as expected, meet business objectives, and deliver outcomes to the organization. Technology leaders benefit from monitoring their data quality in real time. They get visibility and detection of anomalies, inconsistencies, and drifts to help ensure that the data used to train and run the models is accurate, complete, and representative of the real world. This should be part of a broader observability strategy to deliver a robust, trustworthy platform that empowers organizations to prevent and resolve issues like hallucinations, drift, and performance degradation.”
The Dynatrace Vision
“We see a large portion of our global customer base moving their AI applications into production. AI Observability is key for ROI, governance, and explainability,” said Alois Reitbauer, Chief Technology Strategist at Dynatrace. “Dynatrace delivers AI-powered observability with real-time insights which enables data and systems to work together effortlessly. At Perform 2025, we’re excited to showcase how we’re leveraging these capabilities to power new possibilities for our customers, highlighting the transformative innovation they’re driving through the ability to effectively understand and optimize their AI deployments.”
Dynatrace supports customers today with its Observability for AI solutions. At Perform 2025, AI Observability will be the spotlight of the MainStage session on February 4 at 4PM PST.
To register to attend Perform 2025 in
To learn more about the current list of technologies and integrations supported by Dynatrace AI and LLM Observability, visit the Dynatrace website.
About Dynatrace
Dynatrace (NYSE: DT) exists to make the world’s software work perfectly. Our end-to-end platform combines broad and deep observability and continuous runtime application security with Davis® hypermodal AI to provide answers and intelligent automation from data at an enormous scale. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences. That’s why the world’s largest organizations trust the Dynatrace® platform to accelerate digital transformation.
Curious to see how you can simplify your cloud and maximize the impact of your digital teams? Let us show you. Sign up for a 15-day Dynatrace trial.
To learn more about how Dynatrace can help your business, visit www.dynatrace.com, visit our blog and follow us on LinkedIn and X @dynatrace.
Cautionary Language Concerning Forward-Looking Statements
This press release includes certain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995, including statements regarding Dynatrace’s capabilities and the expected benefits to organizations from using Dynatrace and AI. These forward-looking statements include all statements that are not historical facts and statements identified by words such as “will,” “expects,” “anticipates,” “intends,” “plans,” “believes,” “seeks,” “estimates,” and words of similar meaning. These forward-looking statements reflect our current views about our plans, intentions, expectations, strategies, and prospects, which are based on the information currently available to us and on assumptions we have made. Although we believe that our plans, intentions, expectations, strategies, and prospects as reflected in or suggested by those forward-looking statements are reasonable, we can give no assurance that the plans, intentions, expectations, or strategies will be attained or achieved. Actual results may differ materially from those described in the forward-looking statements and will be affected by a variety of risks and factors that are beyond our control, including the risks set forth under the caption “Risk Factors” in our Annual Report on Form 10-K, subsequent Quarterly Reports on Form 10-Q, and our other SEC filings. We assume no obligation to update any forward-looking statements contained in this document as a result of new information, future events, or otherwise.
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1 Source: IDC, IDC Unveils 2025 FutureScape: Worldwide IT Industry Predictions, 20 October 2024
View source version on businesswire.com: https://www.businesswire.com/news/home/20250128658884/en/
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Source: Dynatrace
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