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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 Algo?

Algo is a retail-focused demand planning platform that helps businesses make faster, smarter supply chain decisions using AI. From forecasting to inventory optimization and pricing, Algo connects your data, teams, and workflows in one intuitive platform — no spreadsheets or disconnected systems required. Built for planners, buyers, and operators, Algo turns real-time data into collaborative plans and actionable insights. Whether you're managing promotions, launching new products, or running S&OP, Algo helps you reduce stockouts, respond to demand shifts, and drive profitable growth. What makes Algo different: - Designed specifically for retail, consumer goods, and distribution - Fast implementation (go live in as little as 16 weeks) - End-to-end support — no third-party integrators - AI you can trust: clear inputs, explainable outputs, continuous learning Trusted by leading retail and CPG brands, Algo gives your planning team the visibility and agility to move faster in today’s dynamic environment.

Media

Media

Integrations Supported

APERIO DataWise

Integrations Supported

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

$5,000
Starting monthly cost
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Daybreak AI

Date Founded

2016

Company Location

United States

Company Website

daybreak.ai

Company Facts

Organization Name

Algo

Date Founded

2016

Company Location

United States

Company Website

www.algo.com

Categories and Features

Demand Planning

Not specified

Categories and Features

Demand Planning

Capacity Planning
Data Visualization
Inventory Optimization
Promotions Management
Replenishment Management
Supply Forecasting

Planogram

Not specified

Supply Chain Planning

Not specified

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