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In the advanced scene of Amnesty International, institutions face the challenge of integrating modern solutions with old systems that often lack the necessary applications of applications (APIS) for smooth integration. Almost 66 % Institutions continue to rely on old applications for basic operations, which increases maintenance costs and security citizen.
Tools like Pigapi It followed a different approach to this problem by enabling artificial intelligence agents to interact directly with the user’s graphic interfaces (GUIS) inside the virtual desktop hosted in the cloud. This links the possibilities of modern artificial intelligence with old programs, allowing to automate tasks such as data entry and managing workflow without the need for local infrastructure. In addition, users can intervene at any time, control the virtual system (VM) to direct or adjust tasks as needed. For companies that wrestle with old challenges, this hybrid approach provides a practical solution to updating operations without repairing current systems.

Hypo -regimen barriers penetration
Traditional automation tools (RPA), such as UIPATH and Automation, are designed anywhere, to automate repeated tasks by simulating human interactions with software applications. However, these tools often face great challenges when dealing with old systems, especially those that depend on the graphic user interface and lack modern integration points.
The lack of easy -to -use application programming facades in these old systems makes integration exhausting and displaying errors. In addition, RPA solutions usually depend on The struggle for adaptation For dynamic changes in user facades or workflow, which leads to fragile automation processes that require continuous maintenance and updates.
On the contrary, artificial intelligence agents, such as those you enable by Pig API, offer a more flexible and smart approach to automation. Unlike traditional RPA toolsAnd artificial intelligence agents not only depend on the rules; They can learn and adapt to the changes in the user interface, making it more flexible in updates or modifications in old systems. This ability to adapt reduces the need for continuous maintenance and allows to automate a more complex task. Moreover, through operation within virtual environments, artificial intelligence agents can expand more efficiently, and deal with multiple tasks across different systems simultaneously without restrictions on physical devices.
For example, in the financing sector, artificial intelligence agents can facilitate data deportation from outdated accounting systems to modern customer relationship management platforms (CRM) by simulating manual data entry. In health care, they can interact with old electronic health record systems (EHR) to extract and enter patient information, simplify administrative tasks and reduce the possibility of a human error.
Technical details
Pig API enables artificial intelligence factors to interact directly with the graphic user interface inside the default desktop hosted by the cloud. Through its Python software development group (SDK), PIG allows developers to merge virtual environments into workflow tasks, which leads to automation of operations that traditionally require manual voltage.
Delivery of artificial intelligence agents to virtual desktops hosted cloud
In the heart of Pig API is its ability to create and manage VMS for artificial intelligence agents. These cloud hosted environments eliminate the need for local infrastructure, allowing institutions to expand the workflow smoothly. For example, developers can easily create VM, contact it, and determine the tasks of their artificial intelligence agents using a direct process. This is an example:

This setting provides artificial intelligence agents a dedicated environment to perform tasks such as interaction with desktop applications, user input simulation and automation of workflow. By extracting the complications of the graphic user interface interaction, Pig guarantees that the developers of different experience can benefit from his capabilities effectively.
Simulation of human -like reactions
Pig API enables artificial intelligence agents to perform a variety of procedures that closely emulate human behavior. This includes moving the mouse, clicking, withdrawing, writing to models or data schedules, capturing the current desktop screen shots. These tools allow agents to make enlightened decisions during their operations and implement complex workflow tasks.

LLM integration for multi -step workflow
One of the prominent PIG API features is to integrate with large language models (LLMS) such as Hothologic’s Claude or Openai’s GPT. This possibility allows artificial intelligence agents to integrate decision -making in their automatic workflow, and to deal with tasks that exceed the pre -specified rules. For example, think about the following example of data extraction and processing workflow:

In this workflow, the artificial intelligence agent opens a browser, is transferred to the specified URL, extracts related customer reviews and organizes data in Excel By integrating with LLMS, Pig enables agents to carry out multi -step tasks that combine automation of the graphic user interface and the logic that AI moves, indicating the possibility of simplifying complex operations.
Pig API in the ecosystem automation
The automation scene includes a variety of tools designed for different use situations, from traditional RPA platforms to Ai Agence Agency solutions. Tools like UIPATH and Autohotkey It excels in the automation of structured workflow and frequent tasks, but it is often limited when it comes to non -structured or heavy environments. Both require pre -defined texts or a rules -based logic, making them less adaptable to changes in user interfaces or dynamic workflow.
Pig API sets itself as a solution to the scenarios in which traditional automated automated tools face barriers, especially in interaction with old Windows applications. Other emerging solutions, such as Microsoft mysterious The project and the anthropology Using the computerIt also aims to enhance automation through smart agents capable of interacting with the graphic user interface. However, these technologies remain in their experimental stages and focus more on increasing the user productivity instead of the workflow on the scale of institutions. Pig concentration provides agents empowerment to work in alternative isolated virtual environments that are in line with the needs of companies that deal with old systems.
What is the following to automate Pig API and AI
As institutions continue to navigate the complications of combining modern artificial intelligence solutions with old systems, tools such as Pig API take a new approach to the wound of this gap. By enabling artificial intelligence agents to interact directly with the graphical user interface inside the desktop computers of the virtual windows, Pig opens new capabilities to automate in environments that were traditionally difficult to update. Its structure hosted by the cloud and its ability to work without placing applications for it as a valuable tool for institutions that look forward to extending the life of old systems while improving operational efficiency.
While Pig offers a promising solution for automation based on the graphic user interface, it is one of several tools that explore this space. Its success will depend on the continued development and transparency on security and compliance and its ability to integrate smoothly into the workflow of the broader institutions. For institutions that explore automation that depends on artificial intelligence, Pig represents an option worth evaluating, especially for industries that depend on old but important software systems.
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