Explainable AI (XAI) Engine v2.5

Meet pAI: The AI That Explains Itself

A "Glass Box" intelligence engine that transforms raw data into trusted recommendations. It shows you the "why" behind every forecast, validation, and insight.

Intelligence Workflow

SYSTEM ACTIVE

Processing Ingested Data Stream...

The Value of "Why"

From 'Black Box' Guesswork to 'Glass Box' Confidence.

Trustworthy Automation

You can automate more processes when you trust the engine running them. pAI provides clear audit trails for actions like financial validation and inventory reordering.

Actionable Error Resolution

Instead of a generic "Error" flag, pAI tells you precisely why something is wrong. This transforms troubleshooting from a guessing game into a simple, one-step fix.

Confident Decision-Making

pAI’s forecasts come with their "work" shown. This turns a predictive guess into a data-backed strategy you can verify and trust.

Explainable AI in Action

Intelligent Finances

pAI doesn't just validate e-invoices; it explains compliance gaps.

Validation Status: FAILED

85% Complete

Invoice #123 Failed: Missing Data The 'PO Number' field is missing. This field is required by your trade partner's Peppol profile.

Inventory Management

Predictive forecasts that show the exact data points used.

Stock Status: CRITICAL Units: 40

pAI Suggestion: Reorder 200 units.

7-Day Sales Avg: 15 units
Current Stock: 40 units
Supplier Lead Time: 14 days
Result: Stockout predicted in 3 days.

Sales & Payments

Explaining anomalies to instantly investigate potential fraud.

Transaction ID: POS-2-0099 Alert Severity: High

pAI Alert: Unusual Transaction A **75% manual discount** was applied on POS 2. This is 50% higher than the maximum discount given in the last 90 days.