On-Premise · Air-Gapped · ITAR-Compliant

Your Team Shouldn't Need 4 Systems
to Answer 1 Question

Manufacturing engineers spend more time hunting for data than using it. AIBI connects every system on your floor — ERP, quality, maintenance, tribal knowledge — so asking a question actually gets an answer.

See Your Data in 30 Minutes Watch It Work
60% of manufacturing data sits unused
10+ disconnected systems per plant
40% of tribal knowledge walks out the door
The Reality

Your Data Is Scattered. Your Knowledge Is Walking Out.
And Every Day It Gets Worse.

Every day

You Spend More Time Finding Data Than Using It

The scrap report is in Epicor. The root cause is in a maintenance log. The fix is in someone's head. By the time you find all three, the shift is over and you've made no progress.

Every quarter

Bad Data Drives Bad Decisions — and Nobody Knows Until It's Too Late

Duplicate part numbers. Stale maintenance records. SPC data with 55% nulls. Your team makes decisions on data they can't trust — and the cost shows up in scrap, rework, and missed deliveries.

Every year

Your Best People Are Retiring — and Taking Decades of Expertise With Them

The machinist who knows LATHE-7 needs 15 minutes of warm-up after a bearing swap. The inspector who can hear a spindle going bad. That knowledge isn't documented. When they leave, it's gone.

What if you could just ask?

"Why is scrap rate increasing
on PN-4052 this month?"

And get an answer that pulls from your ERP, maintenance logs, and the operator who fixed it last time — in seconds, not hours.

AIBI Intelligence Platform
EN
"Why is scrap rate increasing on PN-4052 this month?"
AI

Scrap rate for PN-4052 increased 340% (0.8% → 3.5%) since Jan 15.

Root cause analysis across 3 data sources:

  • ERP Production: 23 of 28 rejections trace to Op 20 (CNC turning)
  • Maintenance Logs: LATHE-7 spindle bearing replaced Jan 12 — alignment may have shifted
  • Knowledge Base: Operator E-205 noted "LATHE-7 runs hot after bearing swap, needs extra warm-up" on Jan 14

Recommendation: Check LATHE-7 spindle alignment. Operator tip suggests 15-min warm-up cycle post-maintenance.

ERP SQL Maintenance DB Knowledge Base

That answer pulled from 3 data sources in under 4 seconds — no SQL, no exports, no phone calls.

How It Works

Four Steps. Every Data Source.
One Answer.

AIBI sits on top of your existing systems — no rip-and-replace, no migration project. It connects, cleans, analyzes, and answers.

01

Connect

Plugin architecture connects to any data source — ERP, quality, maintenance, tool management — through standardized connectors. No custom integration code.

02

Clean

Automated data quality profiling catches nulls, format drift, and anomalies before they reach analytics. Every data point gets a confidence score.

03

Analyze

AI chooses the right approach for each question — SQL for numbers and trends, document search for procedures, knowledge base for tribal expertise. No wrong tool for the job.

04

Answer

Every response includes full citations and an execution trace. You see exactly which data sources were queried, what was found, and how the answer was assembled.

Capabilities

Intelligence That Knows Where to Look
and Why It Matters

AI-Powered Analytics

Ask a Question in English. Get a Real Answer With Sources.

AIBI's autonomous orchestrator doesn't just search — it reasons. It chooses SQL for numeric trends, document retrieval for procedures, and knowledge base for tribal expertise. Every answer shows exactly where the data came from.

  • Natural language queries across all connected data sources
  • Automatic SQL generation for trend analysis and aggregations
  • Document retrieval for SOPs, work instructions, and procedures
  • Full citation trail — every answer shows exactly where data came from
Response Steps Citations
O Classified intent: root_cause_analysis
P Plan: Query SQL-Production for scrap data, then RAG for related SOPs
A Executed 2 queries across ERP + Document Store
R Confidence: 0.92 — sufficient evidence gathered
Knowledge Capture

Your Best People's Expertise — Captured Before They Leave

AIBI conducts structured interviews with operators at the machine — capturing setup tips, failure modes, and tribal knowledge in a searchable, verified format.

  • AI-guided interviews that adapt to what the operator is describing
  • Automatic entity validation — part numbers and machines verified against real data
  • Duplicate detection prevents redundant entries
  • Peer verification workflow ensures accuracy before knowledge goes live
AIBI: What knowledge would you like to share today?
Operator: When running PN-4052 on LATHE-7, the collet slips above 2200 RPM.
AIBI: I found PN-4052 in the system — it's a Titanium Fitting (Class: MACHINED). LATHE-7 is the Okuma LB3000. What did you do to fix the slipping?
Operator: Switch to the ER40 collet and back off to 1800 RPM. Holds fine.
Part Verified Machine Verified Quality: 0.85
Data Quality Engine

Trust Your Data Before You Query It

AIBI automatically profiles every data source — flagging null rates, format inconsistencies, outliers, and freshness issues. You see data quality scores before any AI touches the data.

  • Automated profiling across every connected source
  • Part number normalization (PN-1042-A = pn1042a = 1042A)
  • Anomaly detection flags suspicious values before they pollute analytics
  • Quality scores feed directly into AI confidence ratings
Data Quality Report
ERP Parts 94%
Production Data 87%
Maintenance Logs 72%
Legacy SPC Data 45%
! 12 part numbers with inconsistent formats
! Legacy SPC: 55% null measurement values
Security & Compliance

Your Data Never Leaves the Building.
That's Not a Feature — It's a Requirement.

AIBI runs entirely on your infrastructure. No cloud. No external API calls. No data egress. Defense-in-depth security with six layers of access control — designed for ITAR from day one, not bolted on after.

On-Premise Only

Runs on your hardware, behind your firewall. Air-gapped deployments fully supported.

Fail-Closed Access

If classification is unknown, access is denied. No data leaks through ambiguity.

Role-Based Control

ITAR clearance levels, department boundaries, and need-to-know enforced at the query level.

Full Audit Trail

Every query, every data access, every answer — logged and traceable for compliance audits.

Network Perimeter
Authentication
ITAR Classification
Role Authorization
Query-Level Filtering
Your Data
Integrations

Connects to What You Already Run

No custom integration code. AIBI's plugin architecture connects to any system with a SQL interface or API — usually in hours, not weeks.

ERP Systems

Epicor Kinetic
Parts, production, scheduling, purchasing
SAP S/4HANA
Enterprise manufacturing, MRP, supply chain
M1 (ECI)
Job shop & make-to-order manufacturing
Global Shop Solutions
Discrete manufacturing, CNC integration
Infor CloudSuite
Syteline / LN for discrete & aerospace
IFS Cloud
Aerospace & defense, asset lifecycle
SYSPRO
Discrete & batch manufacturing
Any ERP
SQL or API — plugin connects in hours

Quality, Maintenance & Shop Floor

Measurlink SPC
Statistical process control, measurements
CribMaster
Tool vending, consumption, inventory
Fiix CMMS
Maintenance work orders, equipment history
DataNomix
Machine monitoring, cycle times, utilization
SQL Server
Any custom or legacy database
Document Stores
SOPs, work instructions, engineering specs
MES Systems
Production execution, WIP tracking
Custom Sources
Plugin architecture supports any data source

See Your Data Working Together — in 30 Minutes

We'll connect to one of your real data sources live and show you what AIBI can do. On your hardware. Behind your firewall. No cloud, no contracts, no pressure.

Schedule a 30-Minute Demo
Works with your data Live demo on your real systems
No cloud required Runs entirely on-premise
ITAR-compliant Your data never leaves the building