Solution
LLMs and XimTier do different jobs — together they're complete
If ChatGPT explains, XimTier proves. LLM language + XimTier computation = real decision AI.
"ChatGPT presents in the meeting. XimTier produces the answer before the meeting."
COMPARISON
LLM (language) + XimTier (computation) = real decision AI
|
LLM
LLM (language interface)
ChatGPT · Claude · Gemini
|
XimTier
XimTier (computation engine)
Decision Intelligence · Reverse What-If
|
|---|---|
| ✗Language understanding / natural conversation | ✓Actual numeric computation — regression, time-series, classification |
| ✗General knowledge retrieval / text generation | ✓Reverse What-If — input a goal, derive the optimal variables |
| ✗Real statistical computation (regression, SHAP) — not possible | ✓SHAP-based mathematical XAI — passes regulation |
| ✗Reverse What-If — structurally impossible | ✓On-prem / private — data never leaves your environment |
| ✗No access to internal enterprise data | ✓Industry-vertical depth — manufacturing, hospital, public |
| ✗Cannot satisfy regulated XAI duty | ✓Same input → same output — reproducible consistency |
5-STEP WORKFLOW
5-Step One-Stop Workflow
STEP / 01
Data Exploration
WhatDataAI
Non-experts grasp data structure in minutes
STEP / 02
Statistical Analysis
Regression · Classification
Regression, time-series, and classification — auto-executed
STEP / 03
Reverse What-If
★ Core
Input the goal → derive the optimal variables
STEP / 04
Auto Report
One-click Report
Decision-ready executive report, generated instantly
STEP / 05
AI Q&A
Conversational
Ask questions about results in natural language