en.Wedoany.com Reported - AI and DX specialist Inswave on the 18th demonstrated company-wide AI internalization results using actual measurement data and unveiled its vision for achieving enterprise digital completion through "AI Governance."

Recently, a trend known as "Vibe Coding" has emerged in the software industry, where employees delegate tasks to AI using only natural language commands. While this approach boosts productivity, it raises the unresolved question of who guarantees the accuracy of the output and bears the corresponding responsibility.

Inswave explained that it found a solution in a governance system that equips AI with a "Harness," rather than relying on human-led additional reviews. A Harness refers to an engineering system that controls and utilizes AI's potential according to human purposes.

The company stated that the slogan "AI Creation, We Complete," proposed at the "2026 Solutions Day" held in May, is also based on the same logic. The principle is to define specifications before generating code and to verify them through a Harness-based governance system, thereby producing trustworthy results. The company added that if the output represents half of the innovation, the other half is the responsibility assumed through the governance system.

This was confirmed through actual company-wide data. In Inswave's regularly operating "AI Business Innovation Challenge," a total of 126 employees from all positions—including development, design, testing, business support, sales, and marketing—participated and recorded their AI usage. According to the company, 95 employees reached the highest level (L4 and above) of redesigning business workflows to be AI-centric, and business efficiency when combined with AI was 4.18 times higher than when tasks were performed directly.

These figures are quantitatively managed through an internal monitoring system that measures company-wide AI usage in real time. Based on tens of thousands of execution sessions and hundreds of thousands of minutes of AI work data each month, Inswave has internalized know-how related to "AI Governance" as an asset. The company plans to use this foundation to expand internally validated assets—such as a structured email knowledge system, a standard UI development platform, and the AI-connected "WebSquare MCP"—into customer-facing solutions in the future.

Inswave expressed confidence in expanding its validated assets externally. The company explained that, having long supported financial sectors such as commercial banks, securities firms, and insurance companies—where accuracy and reliability are paramount—it prioritizes clear specification definitions and a governance verification system as its core value.

Inswave's Chief Technology Officer (CTO), Kim Wook-rae, stated, "If everything is handed over to AI, speed increases, but true completion comes from equipping AI with a Harness and realizing it through a governance system." He added, "AI Governance, which takes full responsibility for completion, is what clearly differentiates Inswave's competitiveness in the market."

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