Shelf Engine
Shelf Engine provides AI-driven demand forecasting and automated ordering for perishable goods, serving grocery retailers and restaurant operators across more than 7,000 U.S. stores. Now operating as part of Crisp's retail data platform following a March 2025 acquisition.
- Company typePrivate
- Founded2015
- HeadquartersSeattle, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Shelf Engine does
Shelf Engine is a Seattle-based AI company that built a machine-learning platform for predicting demand and automatically generating optimal order quantities for perishable goods. Its core product ingests store-level sales, inventory, and supply chain data to forecast demand at the SKU-and-store level, minimizing spoilage while maximizing fill rates, and was deployed across more than 7,000 U.S. stores serving grocery retailers and restaurant operators. Reported customer outcomes include an average 14.8% reduction in food waste in pilot programs at over 1,300 stores and 31% gross margin expansion for a regional grocery chain.
The company operated as a B2B enterprise SaaS business with subscription-based recurring revenue, selling direct to retail chains via a field sales motion. Shelf Engine raised approximately $41 million in total disclosed venture funding from investors including General Catalyst, Foundation Capital, Initialized Capital, Bain Capital Ventures, and 1984 Ventures, and was backed by Y Combinator. In March 2025, Shelf Engine was acquired by Crisp, a New York-based retail data company serving 6,000+ brands and $2.5T in retail sales. Following the acquisition, Shelf Engine's algorithms are offered as part of Crisp's 'Forecasting and Order Automation' within its Smart Replenishment product, extending Shelf Engine's capabilities into Crisp's broader retail data platform and AI Agents roadmap.
Shelf Engine firmographics
Firmographics- Name
- Shelf Engine
- Legal name
- Shelf Engine
- Website
- https://shelfengine.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Acquired
- Headcount range
- 101–250 employees
- Short description
- Shelf Engine provides AI-driven demand forecasting and automated ordering for perishable goods, serving grocery retailers and restaurant operators across more than 7,000 U.S. stores. Now operating as part of Crisp's retail data platform following a March 2025 acquisition.
- Ownership category
- akta.pro rank
Shelf Engine industry classification
Industry- Product category
- Retail Inventory Optimization Software
- akta.pro primary industry
- Demand Planning, Forecasting & Inventory Optimization Services (CRAOAOAG)
- akta.pro secondary industry
- Demand Forecasting & Inventory Optimization (HDAAAHAA)
Keywords
Where Shelf Engine is headquartered
LocationHeadquarters
- HQ city
- Seattle
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Shelf Engine business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- SaaS Platform Subscription: Subscription-based SaaS model providing AI-powered demand forecasting and inventory optimization for perishable goods. Integrated into Crisp's commerce platform following acquisition.
Go-to-market motion1 record
Distribution channels1 record
Shelf Engine product offering
Product offeringCore offering
Shelf Engine provides an AI-powered demand forecasting and order automation platform that predicts the optimal quantity of perishable goods to order for grocery retailers and restaurant operators. The platform uses machine learning algorithms to generate automatic reorder quantities for every SKU and store, minimizing spoilage while maximizing fill rates. Following its acquisition by Crisp, the offering is now positioned as "Forecasting and Order Automation" within Crisp's Smart Replenishment product line.
Product overview
Shelf Engine operates as part of Crisp's product portfolio, providing AI demand forecasting and order automation specifically for perishable goods and fresh food supply chains. The technology is now offered as 'Forecasting and Order Automation' within Crisp's Smart Replenishment offering. Shelf Engine's machine learning algorithms help retailers optimize in-stock inventory, reduce food waste, and drive revenue in margin-sensitive retail environments. The acquisition combined Shelf Engine's automatic reordering technology with Crisp's broader data platform to enable real-time inventory decisions across the combined entity's 7,000+ store deployment.
Differentiator
Problem solved
Functional benefit
Products and services
- Forecasting and Order Automation (formerly Shelf Engine) AI-powered demand forecasting and order automation solution that uses machine learning to predict demand for perishable goods, automatically generate optimal order quantities for every SKU and store, minimize spoilage, and maximize fill rates. Deployed across 7,000+ U.S. stores and now offered as part of Crisp's Smart Replenishment product line for grocery retailers and restaurant operators.
Quantifiable outcome
- 14.8% average reduction in food waste
- +2 more outcomes
Companies that use Shelf Engine
Customer profileNamed customers2 records
Segments2 records
Ideal customer profiles2 records
Shelf Engine technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature2 records
Shelf Engine partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- CrispcoreCrisp, a New York-based retail data company, acquired Shelf Engine in March 2025 to integrate Shelf Engine's machine learning algorithms into its commerce platform. The acquisition combines Shelf Engine's automatic reordering technology with Crisp's data platforms to enable real-time inventory decisions. Crisp plans to help retailers optimize in-stock inventory, improve shelf management, and drive revenue in a margin-sensitive retail environment.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
Shelf Engine competitors and assessment
Company assessmentDirect peers
- ToolsGroup: ToolsGroup provides AI-driven demand forecasting and inventory optimization software used by retailers and CPG companies, with specific capabilities for fresh and perishable goods. It competes with Shelf Engine for grocery and foodservice forecasting deals, particularly in service-intensive categories.
- Afresh Technologies: Afresh is a direct competitor that builds AI-powered fresh-food ordering, inventory, and forecasting software for grocery retailers. Like Shelf Engine, it focuses specifically on perishable categories (produce, meat, seafood, bakery) and serves enterprise grocery chains, making it the closest head-to-head competitor in the fresh-demand-forecasting niche.
- o9 Solutions: o9 Solutions provides AI-based demand sensing, forecasting, and supply planning for retail and CPG, including perishable categories. It is comparable to Shelf Engine as an enterprise forecasting platform, though it covers a wider range of planning use cases beyond fresh replenishment.
- Blue Yonder: Blue Yonder (formerly JDA) offers demand forecasting and replenishment solutions used by many large grocery and food retailers. It overlaps with Shelf Engine on AI-driven perishable forecasting but operates as a broader supply chain platform serving multiple retail verticals.
- Kinaxis: Kinaxis offers concurrent supply chain planning with demand forecasting and inventory optimization capabilities used by retail and consumer products companies. It overlaps with Shelf Engine on demand-driven replenishment for retail customers, particularly those with complex multi-tier supply chains.
- RELEX Solutions: RELEX provides unified supply chain and retail planning software, including demand forecasting and fresh-food inventory optimization for grocers. It competes with Shelf Engine for grocery replenishment and perishable forecasting deals, though its scope is broader across categories and geographies.
Others
- Crisp: Crisp is the parent company that acquired Shelf Engine in March 2025. While not a competitor, it is the closest ecosystem participant: it integrates Shelf Engine's forecasting into its retail data platform serving retailers, distributors, CPGs, and brokers, and shapes the product's go-to-market and roadmap going forward.
Emerging players
- Impact Analytics: Impact Analytics provides AI-native retail planning, forecasting, and inventory optimization software for grocers and CPGs. It overlaps with Shelf Engine on demand forecasting and replenishment for grocery, positioning as an emerging AI-first alternative to legacy planning suites.
Broad incumbents
- SAP (Integrated Business Planning for Supply Chain): SAP IBP is a broad enterprise planning suite that includes demand forecasting and inventory optimization modules used by large grocery and CPG companies. It is comparable to Shelf Engine as an alternative forecasting platform, but SAP sells into many other planning use cases beyond fresh replenishment.
- Oracle Retail: Oracle Retail offers merchandise planning, demand forecasting, and inventory optimization as part of its broader retail suite. It competes with Shelf Engine at large grocery and CPG accounts that already run Oracle, though its perishable-specific capabilities are less specialized.
Market position
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
Shelf Engine social profiles
Digital presenceShelf Engine compliance and trust
Trust signalCompliance1 record
Shelf Engine financial estimates
Financial estimateRevenue estimate
Valuation estimate
Shelf Engine leadership team
Management profileNumber of profiles
Profiles2 records
Shelf Engine funding detail
Funding detailFunding overview
Funding rounds6 records
Investors15 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Shelf Engine M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Shelf Engine
What does Shelf Engine do?
Shelf Engine provides an AI-powered demand forecasting and order automation platform that predicts the optimal quantity of perishable goods to order for grocery retailers and restaurant operators. The platform uses machine learning algorithms to generate automatic reorder quantities for every SKU and store, minimizing spoilage while maximizing fill rates. Following its acquisition by Crisp, the offering is now positioned as "Forecasting and Order Automation" within Crisp's Smart Replenishment product line.
Is Shelf Engine a public or private company?
Shelf Engine is a private company. It is classified as corporate owned and is currently acquired.
When was Shelf Engine founded?
Shelf Engine was founded in 2015. It employs 101 to 250 people.
Where is Shelf Engine based?
Shelf Engine is headquartered in Seattle, United States, in the North America region.
How does Shelf Engine make money?
One revenue line is on record: saaS Platform Subscription.
Who are Shelf Engine's main competitors?
Direct peers on record are ToolsGroup, Afresh Technologies, o9 Solutions, Blue Yonder, Kinaxis and RELEX Solutions. Crisp is listed as an others. Impact Analytics is listed as an emerging player. Broad incumbents are SAP (Integrated Business Planning for Supply Chain) and Oracle Retail.
Does Shelf Engine have an API?
No public API is recorded for Shelf Engine.
What industry is Shelf Engine in?
Shelf Engine's product category is Retail Inventory Optimization Software. Its primary akta.pro industry code is CRAOAOAG, Demand Planning, Forecasting & Inventory Optimization Services, with a secondary code of HDAAAHAA, Demand Forecasting & Inventory Optimization.