Daybreak provides an AI‑first supply chain planning platform that automates data ingestion, feature engineering, and model selection to deliver high‑precision demand and inventory forecasts without requiring data‑science expertise.
Funding
$15M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Product
Problem
Supply chain planners often rely on manual data aggregation and legacy statistical methods, requiring extensive data‑science expertise and resulting in inaccurate demand forecasts, inefficient inventory decisions, and wasted time.
Solution
Daybreak offers an AI‑first supply chain planning platform that automates data ingestion, feature engineering, and model selection to generate high‑precision demand and inventory forecasts. The platform is data‑centric, domain‑specific, and model‑agnostic, allowing users to connect to multiple source systems, cleanse data, and apply a library of machine‑learning and statistical models without writing code. Built‑in explainability provides transparent insights for business users, while the decision system combines AI predictions with human judgment to improve decision speed, quality, and confidence. The SaaS solution delivers end‑to‑end workflow automation—from data store to feature store to model store—enabling faster time‑to‑value and reduced reliance on specialized data‑science resources.
Target Audience
Primary customers are demand planners, inventory managers, and supply‑chain executives at mid‑size to large enterprises seeking to automate forecasting and improve planning efficiency.
Features
- Unified data store that automatically ingests, cleanses, and normalizes raw supply‑chain data from diverse sources
- Domain‑specific feature store that transforms cleaned data into optimal characteristics for time‑series forecasting
- Model‑agnostic model store with a curated library of deep learning, machine learning, and statistical models, auto‑selecting the best fit for each SKU
- Role‑based dashboards delivering personalized views and access controls for demand planners, inventory managers, and executives
- Built‑in explainability and interpretability tools that surface drivers behind forecasts to foster trust and adoption
- AI‑enabled decision system that integrates model outputs with human expertise for continuous improvement of planning decisions
- Seamless deployment pipeline that moves models from development to production and monitors performance over time