ChangeSim™

Impact Analysis Agent

Predict the human impact of organizational changes before rollout.

The Problem

Organizations announce changes like restructures, technology migrations, and process overhauls, then hope people adapt. They rarely model what those changes feel like to the humans inside them. The result: resistance, disengagement, attrition, and failed initiatives.

The Solution

ChangeSim is a conversational AI agent that analyzes organizational change before it happens. Describe your change in plain language, select a framework, and receive a research-backed impact analysis with risk scoring, ripple effects, and org-wide stress visualization.

Core Capabilities

Multi-Framework Analysis

Choose from four proven methodologies: ADKAR, Lewin, SIGNAL (Nervous System Thinking), or Classic. Each is tailored to different change scenarios, from traditional restructuring to emotionally complex cultural shifts.

Conversational Intake

Describe your change in natural language through a guided conversation. ChangeSim extracts role, change scope, and organizational context. No forms, no spreadsheets.

Real-Time Research & Streaming

Live analysis powered by authoritative sources including McKinsey, Gartner, HBR, and academic research. Streamed in real time so you can watch the reasoning unfold.

Impact & Risk Scoring

Multi-dimensional risk scoring across framework-specific dimensions, from adoption risk and enablement readiness to emotional readiness and signal clarity. Includes full decision traces.

Org Stress Field Visualization

Upload your org chart and project stress across your entire organization. Dual views: heat map grid and force-directed network with interactive weight tuning for role, team, and function impact.

Communication Risk & Readiness

Identify where communication gaps, unclear signals, and change messaging may create resistance across teams. Surface where leaders need to clarify expectations before rollout.

Ripple Effects & Reference Frames

Goes beyond direct impacts to model cascading organizational effects. Compare your scenario against similar historical analyses to ground your decisions in precedent.

ChangeSim is the first product built on the Resilient AI platform.

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