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What is Daybreak?

Daybreak is an AI labor platform for enterprise planning that helps organizations turn routine planning work into governed, measurable agent workflows. The platform is designed for teams that need better demand planning outcomes without adding another layer of traditional planning software. Daybreak’s agent, Dawn, owns demand planning work by reading signals, generating predictions, applying judgment, submitting decisions, and escalating exceptions that require human input. Routine forecasts can be submitted autonomously under policy, while high-impact changes, large forecast shifts, or concentrated risk areas can be held for planner review. When a planner accepts or overrides Dawn’s recommendation, Daybreak captures the decision, forecast change, reasoning, confidence, and business context. This allows human judgment to become a reusable asset rather than a one-time edit buried in a spreadsheet. Every decision is scored against outcomes so teams can learn which agent decisions added value, which human overrides improved results, and which choices created avoidable costs. Daybreak helps surface the financial impact of planning decisions by connecting overrides to write-downs, expedites, stockouts, excess inventory, trapped working capital, and margin leakage. Its AI labor model shifts repeatable planning tasks to agents while helping people focus their judgment on the decisions that move the P&L. The platform helps companies scale the instincts of top planners across every SKU, site, account, and cycle while improving over time. By combining demand planning agents, autonomous decisioning, human governance, override analysis, outcome scoring, P&L visibility, and continuous learning, Daybreak helps enterprise planning teams make value repeatable.

What is Alloy?

Incorporate real-time demand information from your point-of-sale systems into your entire supply chain to inform decisions in marketing, sales, supply chain management, and strategic planning. As consumer preferences are always shifting, Alloy empowers users across different departments to efficiently analyze and derive insights from point-of-sale, inventory, order, forecasting, and shipment data shared by all retail partners. Acting as a single source of reliable information for both supply and demand, Alloy integrates retail data with your internal systems, providing a holistic view that extends from manufacturing to the consumer, which is crucial for effective strategic planning and execution. It’s vital to be aware that your retail partners may not consistently act in your business's best interests. By arming your customer-facing teams with the necessary tools to identify potential risks and opportunities at the retail level, you can utilize these insights to influence your partners' decisions and build trust over time. Uncover sales opportunities and inventory issues within your retail and e-commerce landscape through in-depth analytics of point-of-sale and inventory data, ensuring you remain competitive and agile. This proactive methodology not only enhances decision-making but also fosters improved performance across every aspect of your organization, facilitating long-term growth and adaptability in an ever-evolving market landscape.

Media

Media

Integrations Supported

APERIO DataWise
Endear
FullCircl
Grafana Loki
Infinant Interlace Platform
MANTL
Plaid
Sila
UntitledPen

Integrations Supported

APERIO DataWise
Endear
FullCircl
Grafana Loki
Infinant Interlace Platform
MANTL
Plaid
Sila
UntitledPen

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Daybreak AI

Date Founded

2016

Company Location

United States

Company Website

daybreak.ai

Company Facts

Organization Name

Alloy

Company Location

United States

Company Website

alloy.ai/

Categories and Features

Demand Planning

Capacity Planning
Data Visualization
Historical Reporting
Inventory Optimization
Planned vs Actual Tracking
Product Introduction Planning
Promotions Management
Replenishment Management
Sales Forecasting
Supply Forecasting

Categories and Features

Demand Planning

Capacity Planning
Data Visualization
Historical Reporting
Inventory Optimization
Planned vs Actual Tracking
Product Introduction Planning
Promotions Management
Replenishment Management
Sales Forecasting
Supply Forecasting

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