INDUSTRIAL
// AI Agents for Manufacturing

AI Agents for Manufacturing Operations

48% of manufacturers still rely on manual data entry. Your best operators' knowledge lives in their heads, not your systems. We embed custom AI agents into your existing ERP, MES, and back-office workflows — so you can scale output without scaling headcount.

60%QA bottleneck reduction
99.2%Inventory accuracy achieved
4hrs → Real-timeReporting turnaround
FRICTION
// The Bottleneck

Your Floor Runs Fast. Your Back Office Doesn't.

Production moves at line speed. But purchase orders sit in inboxes. Quality data gets re-keyed by hand. And the operator who knows every workaround retires next year. The shop floor isn't the bottleneck — the back office is.

Data Entry Overload

Purchase orders, quality reports, and production logs manually re-keyed across disconnected systems. 48% of manufacturers still do this.

Tribal Knowledge Walking Out the Door

Your most experienced operators carry decades of process knowledge. When they retire, that knowledge disappears. Only 1 in 5 manufacturers have production-ready data.

ERP Fragmentation

Data lives in spreadsheets, emails, paper forms, and a legacy ERP that nobody wants to replace. 60-80% of IT budgets go to maintenance, not improvement.

AGENTS
// What We Build

AI Agents Built for the Shop Floor and the Back Office

We don't replace your ERP. We embed agents that read production documents, automate data entry, capture operator knowledge, and connect your disconnected systems — inside the tools your team already uses.

Data Capture

Production Data Capture

AI agents that read work orders, quality reports, and inspection logs. Data extracted, validated, and pushed to your ERP in seconds.

Knowledge

Tribal Knowledge Preservation

Capture the unwritten rules, exception-handling patterns, and process knowledge your best operators carry. Operationalize it before they retire.

Back Office

Back-Office Automation

Purchase order processing, vendor communication, invoice matching, and inventory reconciliation — automated end to end.

Compliance

Quality & Compliance Documentation

Automated inspection documentation, certificate of conformance generation, and audit trail management.

PROCESS
// How It Works

From Assessment to Production in 45 Days

01

Intrinsic Sprint

2-3 weeks

Map your production and back-office workflows, identify highest-ROI automation targets, define KPIs, and create a build plan.

02

Intrinsic Build

6-12 weeks

Ship production agents embedded in your ERP, quality systems, and document workflows. Tied to measurable KPI movement.

03

Operating Partner

Ongoing

Expand agents across operations, harden reliability, monitor KPIs, and drive adoption across your team.

PROOF
// Results

Real Results from Real Operations

Case Study
Precision Manufacturing Co.|Ohio, USA|500-1,000 employees

AI-powered quality control for precision manufacturing

60%QA bottleneck reduction
99.2%Inventory accuracy
4hrs → Real-timeReporting turnaround

Automated inspection documentation and reduced QA bottlenecks by 60%. Production reporting went from a 4-hour lag to real-time visibility across the floor.

MARKET
// The Opportunity

Mid-Market Manufacturing Is Ripe for AI

200-400%

ROI range for manufacturing AI deployments

91%

of mid-market manufacturers using GenAI — many stuck in pilot purgatory

20-30%

reduction in unplanned downtime with AI

$3.70

average ROI per dollar invested in AI

Enterprise platforms like C3.ai and Palantir target Fortune 500. Vertical specialists focus on predictive maintenance. Nobody builds integrated AI agents for mid-market manufacturing back offices. We do.

START
// Next Step

Diagnose Your Bottlenecks

Schedule a 30-minute call. We'll map your production and back-office workflows, identify the highest-ROI automation targets, and show you what's possible — no commitment required.

No commitment requiredCustom recommendationsROI analysis included