What is an Insight Engine?
Diwo's AI-driven Insight Engine framework delivers contextually relevant views into organizational data and business operations. The framework integrates with Diwo's Business Context graph to capture relationships between entities and their impact on decision-making. The engine analyzes trends and time-varying data changes, automatically surfacing and correlating actionable insights.
Why it matters
By applying context from the Business Context graph, an insight engine produces prescriptive analytical results across multiple dimensions — Descriptive (what is happening), Descriptive + Effect (what should have happened), Predictive (what could happen), Prescriptive (what actions should be taken), and Predictive Impact (expected and adjusted outcomes). The platform enables business users to move beyond raw data toward synthesized, actionable intelligence that directly informs strategic decisions.
See how Diwo operationalizes Insight Engine.
Read the decision-intelligence playbooks that put this concept to work at Fortune 50 scale.
Related concepts
Contextual Intelligence is a form of AI which leverages a business context graph to understand the business intent of analytics efforts. Contextual Intelligence applies the business metrics and business logic of a use case to uncover areas of improvement and propose specific actions, with a much higher degree of relevance and personalization to an end user. It generates a recommendation to improve performance against a specific metric and identifies the impact of proposed actions on the metric in order to predict the butterfly effect associated with a potential action.
Prescriptive analytics is a type of data analytics — the use of technology to help businesses make better decisions through the analysis of raw data. Specifically, prescriptive analytics factors information about possible situations or scenarios, available resources, past performance, and current performance, and suggests a course of action or strategy. It can be used to make decisions on any time horizon, from immediate to long term.
Augmented Analytics, also referred to as Augmented Intelligence, uses AI to surface insights automatically instead of requiring a human to manually discover insights from traditional BI reports and dashboards.
Decision intelligence is a data-driven process that enables you to rapidly make faster, more accurate fact-based decisions rather than relying on intuition or gut feel. The approach combines decision-making techniques with AI, ML, contextual intelligence, and automation to generate actionable business recommendations. Rather than replacing human judgment, Decision Intelligence augments human ability to make better and more consistent decisions.