5 Differentiators of DEIN Station

① Business KPIs Directly Driving Business Decisions

DEIN Station is recognized as the only platform in the world that directly supports business decisions based on Business KPIs. A Business KPI is a shared, measurable goal that all decision-making participants and elements aim to achieve together. Since Business KPIs are essential for implementing decision intelligence, DEIN Station supports the design and structuring of Business KPIs.

② Meta-Intelligence for Business Decisions

Big data, AI models, rule systems, human intelligence and numerous applications... Despite the tremendous efforts in AI transformation, fragmented decision-making processes lead to siloed and discontinuous decisions.

DEIN Station enables an enterprise to align all decision-making elements into a meta-intelligence, broadly known as ontology. This empowers users to analyze various decision-making elements in an interconnected manner, ranging from simple data visualization to more complex aspects such as reasoning, simulation, optimization, monitoring, and updating, all of which interact with business KPIs. It provides context and insights beyond mere data points, enabling comprehensive and multi-dimensional analysis of business status. Additionally, by capturing human decisions during business operations, it keeps your entire decision intelligence up to date.

③ Full decisioning functionalities : Analyze, Simulate, Optimize, Monitor & Update

DEIN Station fully supports decision augmentation and automation functionalities as business decisions require analysis, simulation, optimization, and monitoring & updating capabilities.


• Simulation: AI models can produce accurate outputs, but business units need to understand the causal relationship between decisions (actions) and their effects, as decisions can lead to unexpected side effects.

• Optimization: The complexity of the business environment can overwhelm human cognitive abilities. Business decisions require considering multiple constraints and factors, making computational optimization essential.

  
  

• Monitoring & updating: Business environments change rapidly, necessitating the continuous monitoring of business status and prompt adjustment of decisions. This process involves more than just model effectiveness and encompasses the entire business operation.

④ Decision Governance Across an Enterprise

Decisions across departments are interrelated and form comprehensive, company-wide decisions when collected. This task is typically managed by roles such as higher management, cross-organizational committees, etc. Despite the demand for centralized decision-making, individual business units' decisions remain fragmented. DEIN Station enables enterprises to build a comprehensive, company-wide decision-making structure and respond to changes promptly.

⑤ Start from What a Client Already Has to Build their Own DIP

Enterprises have partially adopted rule-based, data-driven, and AI-driven decision-making processes. Due to the fragmentation of these processes, it is structurally impossible to simulate, optimize, and monitor decisions effectively. However, it is unrealistic to expect all enterprises to start from scratch again. For this reason, a DIP must support enterprises starting from their individual situations and conditions. DEIN Station enables an enterprise to build its own DIP, using its existing processes and systems.