Act with Live Intelligence

SAP HANA is the in memory multi-model data platform for the Intelligent Enterprise. It combines the power of document with, relational, spatial, graph, text, and streaming into a single scalable, high-performance data platform.

Spatial Data Processing

Act with live spatial intelligence

Spatial processing with SAP HANA allows you to act with live spatial intelligence. Gain situational awareness by enriching business data with spatial data and analyzing it in context

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Discover spatial solutions from SAP

SAP HANA's multi-model processing power can perform rapid calculations in real-time to find answers important to your business. With SAP HANA you can also create applications that visual insights, leveraging spatial and business data to make informed decisions.

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Adopt advanced spatial capabilities

Choose geospatial systems and data suppliers at any time by leveraging open spatial standards within a modern platform. Blend SAP and non-SAP geographic data systems and data types with this source-agnostic, in-memory solution. Use SAP HANA as the enterprise geodatabase for market-leading solutions.

Create location-aware business applications

See how reinsurer Munich Re is currently leveraging geospatial satellite data provided by the European Space Agency through the Earth Observation Analysis service, a cloud service powered by the SAP HANA platform. The service enables Munich Re to more accurately calculate costs and risks related to wildfires – and even gain insights into the future probability of wildfires.

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Supercharge your business apps

Discover how you can use spatial analysis functionality in SAP HANA to analyze disparate business, customer, and location-based data sources, helping you make smarter and faster decisions, save time and money, and increase revenue.

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Machine Learning and Predictive Analytics

Make business processes more intelligent

Machine learning and predictive analytics give data scientists, data analysts, and developers the ability to anticipate delivering unprecedented insights. In-database machine learning capabilities in SAP HANA enable machine learning to become part of the business process by operating with minimal execution latency and in real time, regardless of the size of the data or the complexity of the predictive model. Allowing users and machines to act as events happen—not after they occur.

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Putting Machine Learning to work in your Enterprise

Discover what features are needed to deploy enterprise-level machine learning, and how your organization can get started.

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Accelerate Insights with SAP HANA

In the data-driven economy, time is money—and latency costs time. So how much is latency costing your company? It’s probably costing you more than you would like, which is where SAP HANA machine learning can help.

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Innovating faster to help customers around the world

Learn how ARI used SAP HANA, express edition, to speed the innovation and development cycle. ARI’s developers now have greater freedom and flexibility to test new ideas using sample data, get feedback, and roll out new services quickly using machine learning.

Powering the Intelligent Enterprise with Machine Learning

Learn how enterprise data science, technology, and business teams struggle to satisfy the dramatically increased demand for predictive analytics or machine learning (PAML) models to support various elements of the business.

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Text Analytics and Search

Get faster, broader insights from text

Harness the value of all your business data. With SAP HANA, you can perform text analysis, text mining, and search to discover new insights from unstructured documents. And, when you process both structured and unstructured data in one platform, you can gain broader, contextual insights to improve decision making while benefiting from less data duplication and movement.

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Discover SAP HANA Text Analytics

Uncover consumer insights with SAP HANA's text analysis algorithms. SAP HANA's sentiment analysis algorithms can analyze thousands of social media posts, apply machine learning capabilities to break the data into categories, and use the data to determine the best routes to reach the most customers.

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Text analysis

Unlock text hidden in almost any enterprise file format with automated document filtering. When text is processed, SAP HANA gives structure to unstructured text by applying linguistic markup and extracting core entities such as people, organizations, or dates. SAP HANA also classifies relationships among entities for sentiment analysis.

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Text mining

Make semantic determinations about the overall content of documents relative to other documents. Use text mining functions to detect patterns, identify key terms, or categorize documents.

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Search

Perform full-text or fuzzy search much like you would when searching on the Internet to discover key information. Use a full-text index to pre-process text linguistically, using techniques such as tokenization, word stemming, and normalization.

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Series Data Processing

Detect and forecast trends in data

Measure data over time to discover trends that can save you time and money. With SAP HANA series data processing, you can efficiently process large volumes of series data in conjunction with business data to assess business impact. Whether you are monitoring price fluctuations, season patterns, machine efficiency, energy consumption, or network flow, the ability to monitor data over time lets you discover and exploit patterns to your competitive advantage.

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Learn more about how you can work with series data in SAP HANA – and discover new trends and patterns by analyzing data over a period of time.

Streaming Data Processing

Extract real-time insight from streaming data

Gain insight from event streams in real time – with a highly scalable processing engine in the SAP HANA platform that allows you to capture, analyze, and act on information streaming in from many sources. With SAP HANA streaming analytics, you can identify emerging threats and opportunities as they happen, and respond immediately. Streaming data is continuously compared and correlated to data in the SAP HANA database, so your business can detect anomalies in real time and act accordingly.

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React in real time

Learn more about how SAP HANA streaming analytics analyzes streaming data and continuously correlates it with your business data.

Discover why SAP is a leader

High-velocity streaming data from IoT requires the power of in-memory. Read the Forrester Wave report and find out why SAP is positioned as a leader in event processing.

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Join our developer center

Learn how to incorporate smart stream capture and active event monitoring, alerting, and event-driven response into SAP HANA applications.

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Turn high-volume data into action

The SAP HANA streaming analytics option gives you the ability to collect, monitor, and understand streams of data as it is generated to identify correlations and enable immediate insight and action.

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Graph Data Processing

Dynamically uncover valuable insight from interconnected data

Unlock new possibilities by exploring the relationships among people, places, and things. SAP HANA graph data processing allows you to model and analyze the complex reality of highly connected data, using a familiar relational database. Gain access to intuitive modeling and visualization tools to easily create and navigate graphs, uncover patterns, calculate shortest paths, and understand relationships. With built-in graph algorithms you can easily create innovative applications that open new opportunities for your business. And because graph data processing is part of the SAP HANA platform, your data is always secure and available.