The Behavioral Simulation Engine
for Enterprise Decisions

Generate reliable, compliant synthetic datasets on demand in your own lakehouse, powered by the AxWise engine that turns slow qualitative research into a quantitative capability.

PERSONA DATASET HIGHLIGHTS

ERP implementations (SAP / Oracle / IFS)

stuttgart-erp-implementation-sample.json
const erpImplementationHighlights = {
  "businessIdea": "Help enterprises plan and execute ERP implementations (SAP, Oracle, IFS) with multi-stakeholder alignment.",
  "primaryPersona": "The Holistic De-Risking Orchestrator - de-risks technical, financial, operational, and human dimensions through robust alignment and transparent governance.",
  "problem": "Legacy ERPs are out of support; 18–36 month, $5–50M programs are slowed by internal politics, misaligned ROI expectations, downtime risk, and change-management complexity.",
  "themes": [
    "Legacy ERP technical debt & modernization imperative",
    "Multi-stakeholder alignment and transparent governance",
    "Operational disruption, downtime risk, and change-management complexity"
  ],
  "stakeholders": [
    "CIO / CTO",
    "CFO / Finance Transformation Lead",
    "Operations & Plant Leadership",
    "HR / Change Management"
  ],
  "decisionGates": [
    "Tooling & vendor selection",
    "Blueprint sign-off and scope freeze",
    "Cutover strategy and hypercare plan"
  ],
  "successMetrics": {
    "valueRealizationHorizon": "24–36 months",
    "targetDowntimeReductionPct": 35,
    "targetOpexReductionPct": 12,
    "stakeholderAlignmentIndex": 0.82
  },
  "riskSignals": [
    "No single owner for cross-functional decision rights",
    "Conflicting success metrics between finance and operations",
    "Under-resourced change-management budget"
  ],
  "keyQuote": "A structured service that acts as an impartial orchestrator, bringing those disparate priorities into alignment... would significantly de-risk the entire project.",
  "exampleInterview": {
    "interviewId": "ERP-DE-001",
    "company": "Stuttgart Components GmbH",
    "location": "Stuttgart, Germany",
    "role": "Program Lead ERP Transformation",
    "currentERP": "SAP ECC 6.0",
    "targetERP": "SAP S/4HANA",
    "budgetEurMillions": 18,
    "goLiveHorizonMonths": 24
  }
};
Ln 1, Col 1
UTF-8
JavaScript

Research at Lightning Speed

Generate unlimited interviews in hours instead of weeks.

Demographically Realistic

Grounded in real-world distributions, not random generation.

Conflict Simulation

Model complex organizational dynamics and multi-stakeholder conflicts.

Zero Privacy Risk

100% synthetic data with absolutely no PII concerns.

Enterprise Governance

Column-level lineage and quality monitoring for compliance.

Lakehouse Native

Deployed directly in your secure environment.