In depth interpretation | of the boundary and re evolution of Bank automation capability -- selected from the February issue of 《financial computerization》

Core insight 1:

Bank automation is the underlying logic

The natural requirements of the banking industry for stability, controllability and compliance determine the pragmatic path of technology introduction: only the ability to improve efficiency, risk control or compliance level can be systematically absorbed. The wide application of RPA in the banking industry is precisely the embodiment of this logic - most processes focus on the links with clear rules and strong operability, which can be used as a supplement to the tool layer to realize the replacement of human resources, rather than changing the core business processes. Its non-invasive characteristics enable banks to achieve efficient extension of existing system capabilities without touching the core system and risk control system, which is also the key for RPA to become a lightweight tool for banks' digital transformation.

Core insight 2:

Industry pain point: automation is trapped in the middle of "rules and judgments"

With the refinement of supervision, the complexity of products and the diversification of customer behavior, unstructured data and exceptions to be handled in bank operations have increased significantly:

Document recognition, character understanding and other work do not need high-level decision-making, and cannot be fully automated through rules;

The application boundary of RPA stops at "exhaustible rules". Once it needs to make a comprehensive judgment in combination with the context and historical state, it can only be returned to the manual;

This "either or" division of labor mode, in the context of rapid business changes, has increasingly highlighted the efficiency bottleneck, which also makes the industry start to think: can automation only stay at the level of rule execution?

Core insight 3:

Agent+RPA, reconstructing the new paradigm of Bank automation division

In the face of the expanding business "non-standard zone", i-Search proposed the solution of deep integration of agent and RPA, which is not to pursue the "advanced form" of technology, but to supplement the "limited flexibility" for the banking automation system:

Precise division of responsibilities: the agent is responsible for information integration, anomaly identification, path selection, and handling the judgment needs of unstructured data; RPA undertakes the final implementation, ensures the stability and auditability of the process, and limits the uncertainty to a manageable range.

Implementation of core values: it is not a short-term release of human resources, but a fundamental change in the way in which banks' internal capabilities are precipitated by transforming the operational capabilities that originally depended on personal experience into systematic capabilities at the organizational level.

The technology positioning is clear: "agent automation" is not the "next generation RPA form", which is not subversive or reconfigurable, but only to find a sustainable balance between business certainty and flexibility.

Core proposition:

Where is the boundary of Bank automation in the future?

In the past, RPA solved the problem of "can we do it without people"; Now, "agent+RPA" answers "how much can the system bear for us on the premise of retaining human judgment".

This proposition is not only i-Search's in-depth thinking on the development of banking automation, but also will become the most realistic and sustainable core direction in the digital transformation of banks for a long time in the future.

In the future, i-Search will continue to take technological innovation as the core, continue to explore the boundaries of Bank automation and intelligence, help financial institutions realize the continuous leap of digital intelligence ability under the premise of stable compliance, and inject scientific and technological momentum into the high-quality development of the financial industry!