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Enterprise Application Integration (EAI)

Enterprise Application Integration (EAI) is defined as the uses of software and computer systems architectural principles to integrate a set of enterprise computer applications.

Purposes of EAI

EAI can be used for different purposes:

  • Data (information) integration: ensuring that information in multiple systems is kept consistent. This is also known as EII (Enterprise Information Integration).
  • Process integration: linking business processes across applications.
  • Vendor independence: extracting business policies or rules from applications and implementing them in the EAI system, so that even if one of the business applications is replaced with a different vendor's application, the business rules do not have to be re-implemented.
  • Common facade: An EAI system could front-end a cluster of applications, providing a single consistent access interface to these applications and shielding users from having to learn to interact with different applications.

EAI Patterns

Integration Patterns
There are two patterns that EAI systems implement:

  • Mediation: Here, the EAI system acts as the go-between or broker between multiple applications. Whenever an interesting event occurs in an application (e.g., new information created, new transaction completed, etc.) an integration module in the EAI system is notified. The module then propagates the changes to other relevant applications.
  • Federation: In this case, the EAI system acts as the overarching facade across multiple applications. All accesses from the 'outside world' to any of the applications are front-ended by the EAI system. The EAI system is configured to expose only the relevant information and interfaces of the underlying applications to the outside world, and performs all interactions with the underlying applications on behalf of the requester.

Both patterns are often used concurrently. The same EAI system could be keeping multiple applications in sync (mediation), while servicing requests from external users against these applications (federation).

Access Patterns

EAI supports both asynchronous and synchronous access patterns, the former being typical in the mediation case and the latter in the federation case.

Lifetime Patterns

An integration operation could be short-lived (e.g., keeping data in sync across two applications could be completed within a second) or long-lived (e.g., one of the steps could involve the EAI system interacting with a human workflow application for approval of a loan that takes hours or days to complete).

EAI Topologies

There are two major topologies: hub-and-spoke, and bus. Each has its own advantages and disadvantages. In the hub-and-spoke model, the EAI system is at the center (the hub), and interacts with the applications via the spokes. In the bus model, the EAI system is the bus (or is implemented as a resident module in an already existing message bus or message-oriented middleware).


Multiple technologies are used in implementing each of the components of the EAI system:

  • Bus/hub:This is usually implemented by enhancing standard middleware products (application server, message bus) or implemented as a stand-alone program (i.e., does not use any middleware), acting as its own middleware.
  • Application connectivity: The bus/hub connects to applications through a set of adapters (also referred to as connectors). These are programs that know how to interact with an underlying business application. The adapter performs two-way communication, performing requests from the hub against the application, and notifying the hub when an event of interest occurs in the application (a new record inserted, a transaction completed, etc.). Adapters can be specific to an application (e.g., built against the application vendor's client libraries) or specific to a class of applications (e.g., can interact with any application through a standard communication protocol, such as SOAP or SMTP). The adapter could reside in the same process space as the bus/hub or execute in a remote location and interact with the hub/bus through industry standard protocols such as message queues, web services, or even use a proprietary protocol. In the Java world, standards such as JCA allow adapters to be created in a vendor-neutral manner.
  • Data format and transformation: To avoid every adapter having to convert data to/from every other applications' formats, EAI systems usually stipulate an application-independent (or common) data format. The EAI system usually provides a data transformation service as well to help convert between application-specific and common formats. This is done in two steps: the adapter converts information from the application's format to the bus's common format. Then, semantic transformations are applied on this (converting zip codes to city names, splitting/merging objects from one application into objects in the other applications, and so on).
  • Integration modules: An EAI system could be participating in multiple concurrent integration operations at any given time, each type of integration being processed by a different integration module. Integration modules subscribe to events of specific types and process notifications that they receive when these events occur. These modules could be implemented in different ways: on Java-based EAI systems, these could be web applications or EJBs or even POJOs that conform to the EAI system's specifications.
  • Support for transactions: When used for process integration, the EAI system also provides transactional consistency across applications by executing all integration operations across all applications in a single overarching distributed transaction (using two-phase commit protocols or compensating transactions).

Communication Architectures
Currently, there is a lot of variation of thought on what constitutes the best infrastructure, component model, and standards structure for Enterprise application integration. There seems to be consensus that four things are essential for a modern enterprise application architecture:

  • There needs to be a centralized broker that handles security, access, and communication. This can be accomplished through integration servers (like the School Interoperability Framework (SIF) Zone Integration Servers) or through similar software like the Enterprise service bus (ESB) model which acts as a SOAP-oriented services manager.
  • The use of an independent data model based on a standard data structure. It appears that XML and the use of XML style sheets has become the de facto and in some cases de jure standard.
  • A connector, or agent, model where each vendor, application , or interface can build a single component that can speak natively to that application and communicate with the centralized broker.
  • A system model that defines the APIs, data flow and rules of engagement to the system such that components can be built to interface with it in a standardized way.

Although other approaches like connecting at the database or user-interface level have been explored, they have not been found to scale or be able to adjust. Individual applications can publish messages to the centralized broker and subscribe to receive certain messages from that broker. Each application only requires one connection to the broker. This central control approach can be extremely scalable and highly evolvable.

Enterprise Application Integration is related to middleware technologies such as message-oriented middleware (MOM), and data representation technologies such as XML. Other EAI technologies involve using web services as part of service-oriented architecture as a means of integration. Enterprise Application Integration tends to be data centric. In the near future, it will come to include content integration and business processes.

EAI implementation pitfalls
In 2003 it was reported that 70% of all EAI projects fail. Most of these failures are not due to the software itself or technical difficulties, but due to management issues. EAIIC European Chairman Steve Craggs has outlined the seven main pitfalls undertaken by companies using EAI systems and explains solutions to these problems.

  • Constant change:The very nature of EAI is dynamic and requires dynamic project managers to manage their implementation.
  • Lack of EAI experts:EAI requires knowledge of many issues and technical aspects.
  • Competing standards:Within the EAI field, the paradox is that EAI standards themselves are not universal.
  • EAI is a tool paradigm:EAI is not a tool, but rather a system and should be implemented as such.
  • Building interfaces is an art:Engineering the solution is not sufficient. Solutions need to be negotiated with user departments to reach a common consensus on the final outcome. A lack of consensus on interface designs leads to excessive effort to map between various systems data requirements.
  • Loss of detail:Information that seemed unimportant at an earlier stage may become crucial later.
  • Accountability:Since so many departments have many conflicting requirements, there should be clear accountability for the system's final structure.
  • Other potential problems may arise in these areas:

Emerging Requirements:EAI implementations should be extensible and modular to allow for future changes.
Protectionism:The applications whose data is being integrated often belong to different departments which have technical, cultural and political reasons for not wanting to share their data with other departments.


  • Real time information access among systems
  • Streamlines business processes and helps raise organizational efficiency.
  • Maintains information integrity across multiple systems


  • Prohibitively high development costs, especially for small and mid-sized businesses (SMBs).
  • EAI implementations are very time consuming, and need a lot of resources.
  • Require a fair amount of up front design, which many managers are not able to envision or not willing to invest in. Most EAI projects usually start off as point-to-point efforts, very soon becoming unmanageable as the number of applications increase.

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