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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 Capitol?

Capitol functions as a sophisticated AI platform tailored for high-stakes businesses that must adhere to strict regulations, enabling them to convert expert insights and sensitive information into dependable solutions for critical decision-making. It guarantees that all data remains secure within the organization's infrastructure and delivers outcomes that are both traceable and auditable, allowing for implementation in mere moments instead of weeks. By utilizing sovereign agentic search and automated intelligence synthesis, Capitol proficiently transforms enterprise knowledge into actionable results, providing a wide array of customizable artifacts. Its research engine is carefully crafted to work exclusively with the organization’s proprietary data, while the synthesis layer efficiently produces detailed reports, briefs, and tailored documents from both structured and unstructured data. Additionally, it skillfully generates and simplifies content in multiple formats, incorporating both internal and external resources to turn proprietary intelligence into useful tools such as presentations, spreadsheets, software code, and audio files. This capability significantly enhances the organization's decision-making prowess, allowing them to act quickly and with assurance. As a result, organizations not only streamline their processes but also solidify their strategic positioning in the competitive marketplace. By leveraging these advanced features, they can maintain a significant edge over their competitors.

Media

Media

Integrations Supported

APERIO DataWise

Integrations Supported

APERIO DataWise

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

Capitol

Date Founded

2021

Company Location

United States

Company Website

www.capitol.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

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

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