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Description
Daybreak is an AI labor platform built for enterprise planning teams that want better outcomes instead of more software. The platform introduces AI agents that perform scheduled planning work, generate decisions, and let teams govern the results. Its demand planning agent, Dawn, reviews product-site decisions, reads planning signals, produces forecasts, submits routine decisions under policy, and holds higher-impact changes for human review. When planners override a recommendation, Daybreak captures the new forecast, reasoning, confidence, and business context so expert judgment is not lost in spreadsheets. Every planning decision is scored based on its outcome, helping teams identify where autonomous decisions work, where human judgment adds value, and where overrides create cost. Daybreak makes planning costs visible by connecting decisions to write-downs, expedites, stockouts, inventory, trapped working capital, and margin impact. The platform helps organizations scale the instincts of their best planners across more SKUs, locations, and planning cycles. It also helps teams reduce cautious overrides that inflate safety stock and tie up cash. By combining AI labor, demand planning agents, governed workflows, override scoring, decision capture, and P&L visibility, Daybreak helps enterprise planning teams make better decisions faster.
Description
Optimize your inventory. MLmargin, an AI-powered software that optimizes your inventory, takes the guesswork out Supply Chain Management by providing demand forecasting information and replenishment recommendations. MLmargin will help reduce stock-outs, and over-stocks. It works with two models: 1. Demand forecasting: Machine learning models use your sales data to predict daily, weekly, and monthly demand for each SKU. 2nd: Purchasing optimization. Optimization models combine the demand forecast, storage cost, and sales price to make a perfect replenishment decision. Decision support will be provided to ensure that each item is ordered in the correct quantity. You will be able to reduce inventory inefficiencies, deliver faster, and increase customer satisfaction.
API Access
Has API
No
API Access
Has API
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
€49 per month
Price depends on number of SKUs. Starting price is for customers with up to 1000 SKUs.
Free Trial
Yes
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Daybreak AI
Founded
2016
Country
United States
Website
daybreak.ai
Vendor Details
Company Name
KG Intelligence
Founded
2020
Country
Bulgaria
Website
mlmargin.com
Product Features
Demand Planning
Capacity Planning
No
Data Visualization
No
Historical Reporting
No
Inventory Optimization
No
Planned vs Actual Tracking
No
Product Introduction Planning
No
Promotions Management
No
Replenishment Management
No
Sales Forecasting
No
Supply Forecasting
No
Product Features
Demand Planning
Capacity Planning
Yes
Data Visualization
Yes
Historical Reporting
No
Inventory Optimization
Yes
Planned vs Actual Tracking
Yes
Product Introduction Planning
No
Promotions Management
No
Replenishment Management
Yes
Sales Forecasting
Yes
Supply Forecasting
Yes
Supply Chain Management
Demand Planning
Yes
Electronic Data Interchange
No
Import / Export Management
Yes
Inventory Management
Yes
Order Fulfillment
Yes
Order Management
Yes
Sales & Operations Planning
Yes
Shipping Management
No
Supplier Management
Yes
Transportation Management
Yes
Warehouse Management
Yes
