how it works

We don't replace your tools.
We make them intelligent.

Read-only access to your existing systems. Dual-LLM quality control on every output. Custom analytics tailored to each audience. Zero disruption to your operations.

Stronger links. Smarter systems.

Six Steps to Operational Intelligence

From connecting your systems to delivering actionable insights — fully automated.

01

Read-Only Access

Our agent connects to your existing systems — ERP, MES, WMS, SCADA — with read-only access. Zero risk to your operations.

02

Dual-LLM Architecture

Every output passes through a generator and a validator. Built-in quality control ensures accuracy before anything reaches your team.

03

Pattern Analysis

The agent identifies anomalies, trends, and risks your team can't see — stockout predictions, SPC violations, supplier deterioration.

04

Locked-Down Outputs

Reports and alerts are generated in sandboxed environments with strict output validation. No hallucinated data, no unauthorized actions.

05

Custom Analytics

Different audiences get different reports. Floor staff see action items, managers see trends, executives see KPIs — all from the same data.

06

Deployment & Notification

Automated workflows deliver reports on schedule — daily checks, weekly summaries, monthly dashboards — via email, dashboard, or mobile.

Architecture

Read-only data flow from your systems to actionable intelligence.

ERPMESWMSSCADAAI Agent43 MCP ToolsDual-LLM QCGeneratorValidator✓ ApprovedReportsAlertsChartsREAD-ONLY

Process Walkthrough

Click through to see how data flows from your systems to delivered intelligence.

Step 1 of 6

Data Sources

Your Data Lives Everywhere

ERP, MES, WMS, SCADA — your critical data is scattered across disconnected systems. Each one holds a piece of the picture.

Platform at a Glance

Everything built, tested, and ready to deploy.

43MCP Tools

Read-only database access across 4 verticals

7Chart Types

Consumption, SPC, Pareto, Heatmap, Scorecard, Donut, Stock Level

5Workflows

Daily, weekly, monthly, stockout monitor, multi-vertical health

8Skills

Inventory, supplier, hospital, construction, logistics, alert, analytics, report

27,863Mock Data Rows

Production-realistic demo data across 33 tables

4Alert Severities

EMERGENCY, CRITICAL, WARNING, INFO with smart routing

3Report Audiences

Floor staff, management, executive — each customized

4Verticals

Manufacturing, hospital, construction, logistics