During the IQusion Days event, LLC IQUSION IT showcased the capabilities of applying artificial intelligence in corporate business process management systems. The presentation demonstrated new features of the Scriptum system, which allow embedding AI tools into specific stages of business processes, automating routine operations, and increasing enterprise efficiency.
One of the key themes of the presentation was the transition from using artificial intelligence as a separate auxiliary tool to its direct integration into corporate information systems. This approach allows leveraging AI capabilities where they provide the greatest practical value while maintaining control over business process execution.
From Automating Individual Operations to Intelligent Process Management
Business Process Management (BPM) systems today ensure the formalization of procedures, task routing, deadline control, and interaction between company departments. The integration of artificial intelligence expands these capabilities through automated data analysis, document processing, and recommendation generation.
During the Scriptum demonstration, an approach was shown where AI tools are used at clearly defined stages of the business process without disrupting its overall logic.
For example, when processing an incoming document, artificial intelligence can recognize its content, determine the category of the request, extract key details, and suggest a responsible executor. However, the decision to approve the document, make a payment, or conclude an agreement remains with the authorized employee.
A similar approach can be applied in procurement, human resources management, customer service, contract work, and internal document flow.
The main advantage of this model is that the enterprise gains intelligent automation capabilities without needing to transfer full control of critical operations to artificial intelligence.
What Controlled AI Implementation Provides
Proper integration of artificial intelligence into corporate systems can provide enterprises with a range of practical benefits.
Primarily, this includes reducing the time for repetitive operations, minimizing manual data entry, accelerating document processing, and increasing information accessibility for management decision-making.
AI can analyze large volumes of unstructured information, prepare concise document summaries, identify discrepancies, and suggest next steps according to established rules.
Integration at the level of individual stages allows for evaluating the effectiveness of the technology based on specific metrics: request processing time, number of corrections, personnel workload, and operation cost.
Thus, a company can gradually expand its use of AI, focusing on the results of practical testing rather than expectations from the technology.
Why Artificial Intelligence Powers Need Limitations
Along with new opportunities, AI implementation creates additional risks, especially if the system is granted the authority to independently make and execute decisions with legal, financial, or organizational consequences.
Even modern language models can generate inaccurate information, misinterpret context, or draw erroneous conclusions based on incomplete data. In a corporate environment, the consequences of such errors could include incorrect payments, breaches of contractual obligations, disclosure of confidential information, or erroneous decisions regarding clients or employees.
A separate risk is granting AI agents excessive access rights to corporate systems. If an intelligent agent can not only analyze information but also independently modify records, delete documents, approve operations, or initiate payments, an error or malicious manipulation could lead to significantly more serious consequences.
Therefore, one of the fundamental principles of implementation must be the separation of powers: artificial intelligence performs clearly defined functions, while critical decisions undergo established verification and approval procedures.
"We see great potential for artificial intelligence precisely in its integration with corporate business processes. However, the effectiveness of automation should not be measured by the number of decisions a company transfers to the algorithm. It is much more important to correctly determine where AI can assist a person and where mandatory control must be maintained. In business process management systems, this is particularly crucial, as each action can be part of a complex chain of legal, financial, and managerial decisions," noted Serhii Balashuk, Director of LLC IQUSION IT.
European AI Act: New Requirements for Responsible Artificial Intelligence Use
The issue of controlled AI implementation is gaining particular importance in the context of European regulation.
The European Union's Artificial Intelligence Act (AI Act, EU Regulation 2024/1689) introduces a risk-based approach to the development and use of AI systems. The scope of obligations depends on the technology's purpose, its application context, and the risks to human rights and safety.
For systems classified as high-risk, the legislation mandates requirements for risk management, data quality, technical documentation, event logging, transparency, human oversight, accuracy, robustness, and cybersecurity.
The principle of human oversight is particularly important. It stipulates that high-risk AI systems must be designed so that authorized individuals can adequately monitor their operation, understand their limitations, evaluate their results, and, if necessary, intervene in the system's operation or stop it.
At the same time, the AI Act does not impose a general ban on autonomous AI actions nor does it require human approval for every operation. Specific requirements are determined by the risk category and the organization's role in applying the system.
For companies operating in European markets, this means the necessity to consider regulatory requirements already at the design stage of digital solutions. Furthermore, the use of AI in HR procedures, employee evaluations, or other sensitive areas requires particularly careful legal assessment.
Scriptum for Phased Implementation of Intelligent Automation
The approach to using AI in the Scriptum system, demonstrated during the presentation, involves integrating intelligent functions into managed business processes with clear execution rules and defined responsibilities.
Thanks to this, corporate clients can start with individual tasks—document analysis, request classification, information retrieval, or drafting decision proposals—and gradually move to more complex automation scenarios.
According to LLC IQUSION IT specialists, the combination of artificial intelligence technological capabilities with formalized business processes, controlled access rights, and human oversight can form the basis for secure digital transformation of enterprises.
About the Company
LLC IQUSION IT is a Ukrainian IT company operating in the field of corporate information technologies and system integration. The company develops solutions for business process digitalization, automation, and modernization of corporate IT infrastructure.
About the company
IQusion is the brand of LLC IQUSION IT, EDRPOU 40026988.
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