---
title: "AI for Supply Chain, Logistics & Manufacturing | Alice Labs"
description: "AI for supply chain, logistics & manufacturing. Demand forecasting, predictive maintenance & quality control."
lang: en
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---

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[Home](/en)[Industries](/en/industries)Supply Chain, Logistics & Manufacturing 

Industry Solutions 

# AI Agents for Supply Chain & Manufacturing 

Alice Labs builds AI agents that optimize physical operations — from demand forecasting to factory floor quality control to last-mile delivery. Production-ready, measurable ROI in 30-90 days.

Book a Discovery Call

OT/IT Integration 

Edge & Cloud Deployment 

30-90 Day Delivery 

Senior team 

## Why Traditional Approaches Fail in 2026

Supply chains face unprecedented complexity that spreadsheets and legacy systems cannot handle.

### Demand Volatility

Post-pandemic demand patterns are permanently disrupted. Traditional forecasting methods based on historical averages miss 30-40% of demand shifts.

### Asset Downtime

Unplanned equipment downtime costs manufacturers $50B annually. Reactive maintenance is 3-5x more expensive than predictive approaches.

### Supplier Fragility

Global supply chains have 3-5x more disruption events than pre-2020. Single-source dependencies and opaque tier-2/3 visibility create hidden risk.

### The Agentic Shift

2026 demands AI that acts: reorders inventory, reroutes shipments, adjusts production schedules, and negotiates contracts — autonomously, with human oversight.

## Explore by Sector

[

Logistics & Fulfillment 

### AI in Supply Chain & Logistics

Demand forecasting, fleet management, inventory optimization, and last-mile delivery agents that cut logistics costs by 15-30% while improving service levels.

demand forecasting fleet management inventory optimization 

Explore ](/en/industries/ai-in-supply-chain)[

Production & Quality 

### AI in Manufacturing

Predictive maintenance, computer vision for quality control, production scheduling optimization, and Industry 4.0 agents that reduce downtime by 30-50%.

predictive maintenance quality control Industry 4.0 

Explore ](/en/industries/ai-in-manufacturing)[

Sourcing & Spend 

### AI in Procurement

Autonomous sourcing, vendor negotiation agents, spend analytics, and contract intelligence that reduce procurement costs by 10-25% while improving supplier quality.

autonomous sourcing spend analytics vendor management 

Explore ](/en/industries/ai-in-procurement)

## Before vs. After Alice Labs

Process

Before AI

After Alice Labs

Demand Forecasting

±30-40% accuracy, monthly updates

±5-10% accuracy, real-time

Equipment Maintenance

Reactive, 8-12% downtime

Predictive, 2-4% downtime

Quality Inspection

Manual sampling, 2-5% defect escape

100% AI inspection, <0.5% escape

Procurement Cycle

2-4 weeks per sourcing event

AI-assisted, 2-5 days

Delivery Routing

Static routes, 15-20% idle time

Dynamic AI routing, <5% idle

## Proven Results

Verified outcomes from Alice Labs implementations

$250K/year

Saved via AI Agent

AI agent handling customer inquiries, scheduling, and order processing autonomously — 24/7.

Ljusgårda / Supernormal Greens

60h → 3min

Processing time reduction

Document automation reducing manual processing from 60 hours to 3 minutes per batch.

Public sector client

+2,092%

Organic click increase

AI-driven content optimization delivering measurable search visibility improvements.

Media company client

## Frequently Asked Questions

### How does AI improve demand forecasting accuracy?

### What is predictive maintenance and how does it work?

### Can AI agents negotiate with suppliers autonomously?

### How does computer vision improve quality control?

### What is the ROI timeline for AI in manufacturing?

### How does Alice Labs handle integration with legacy OT systems?

### Can AI optimize last-mile delivery?

### How does AI handle supply chain disruption risk?

### What data is needed to start with AI in supply chain?

### How does Alice Labs differ from supply chain software vendors?

## Explore Other Industries

Alice Labs delivers AI agents across every major industry vertical

[

### AI in Manufacturing

Explore ](/en/industries/ai-in-manufacturing)[

### AI in Supply Chain

Explore ](/en/industries/ai-in-supply-chain)[

### AI in Procurement

Explore ](/en/industries/ai-in-procurement)[

### AI in Construction

Explore ](/en/industries/construction)[

### AI in Real Estate

Explore ](/en/industries/real-estate)[

### Finance, Banking & Insurance

Explore ](/en/industries/finance-banking-insurance)

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## Ready to Optimize Your Operations?

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### Alice Labs AB

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