Company lists · Data refreshed September 2026

Top 25 Demand forecasting software utilities based in the United States

Name: Demand forecasting software utilities based in the United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 1, 2026 82 companies tracked

RevenueBase identified 82 demand forecasting software utilities headquartered in the United States as of September 2026 and tracks 1,317 professional contacts across them, including 421 with verified work emails and 358 with mobile numbers. San Francisco is the largest hub.

This list covers demand forecasting software utilities headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 1, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase Smart Search rating on every row Refreshed Sep 1, 2026 86% judged on-target in blind review

82Companies

1,317Contacts tracked

421Verified emails

358Mobile numbers

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The 25 largest demand forecasting software utilities based in the United States

Ranked by team size

Top 25 of 82 demand forecasting software utilities based in the United States, ranked by team size, largest first. Data refreshed Sep 1, 2026. RevenueBase Smart Search rates how each company's information relates to demand forecasting software utilities: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	ALGO	Partial evidence	Troy, MI, United States	201-500	296 contacts →
	Partial evidence “Algo helps suppliers and retailers align demand, inventory, and pricing to boost sales, reduce stockouts, and protect margins, all in one AI-powered platform.” Source: RevenueBase Database · checked Sep 1, 2026
2	Blue Ridge	Indirect evidence	Johns Creek, GA, United States	51-200	242 contacts →
	Indirect evidence “Blue Ridge delivers Supply Chain Intelligence, transforming data and market signals into the decisions that free working capital, protect service levels, and keep your supply…” Source: RevenueBase Database · checked Sep 1, 2026
3	Leafio AI Retail Solutions	Partial evidence	Lewes, DE, United States	51-200	84 contacts →
	Partial evidence “At LEAFIO, we create software for retail supply-chain process automation and optimization.” Source: RevenueBase Database · checked Sep 1, 2026
4	Solvoyo	Indirect evidence	Boston, MA, United States	51-200	69 contacts →
	Indirect evidence “Two thirds of supply chain planning across the globe is still being done using spreadsheets.” Source: RevenueBase Database · checked Sep 1, 2026
5	Razorthink	Strong evidence	Redwood City, CA, United States	51-200	43 contacts →
	Strong evidence “The market proven RazorThink Demand Forecasting AI (DFAI) product will dramatically increase your sales and profits.” Source: RevenueBase Database · checked Sep 1, 2026
6	4r	Indirect evidence	Berwyn, PA, United States	11-50	38 contacts →
	Indirect evidence “4R is an Intelligent Inventory Optimization Platform and Planning Service.” Source: RevenueBase Database · checked Sep 1, 2026
7	Stockiq Technologies	Indirect evidence	Broomfield, CO, United States	11-50	33 contacts →
	Indirect evidence “StockIQ Technologies \| Smarter Supply Chain Planning At StockIQ, we help distributors and manufacturers turn complex supply chain challenges into opportunities for growth.” Source: RevenueBase Database · checked Sep 1, 2026
8	Demand Driven Technologies	Partial evidence	Atlanta, GA, United States	11-50	30 contacts →
	Partial evidence “Demand Driven Technologies was founded in 2011 to help manufacturing and distribution companies build more responsive operations.” Source: RevenueBase Database · checked Sep 1, 2026
9	Flagship AI Inventory Planning & Forecasting For Retail Brands	Indirect evidence	New York Ny New York, NY, United States	11-50	26 contacts →
	Indirect evidence “Flagship is a predictive inventory solution designed to help brands minimize stock-outs and maximize cash efficiency in inventory buying.” Source: RevenueBase Database · checked Sep 1, 2026
10	7thonline	Partial evidence	New York, NY, United States	201-500	24 contacts →
	Partial evidence “7thonline is a leading data-driven demand planning and inventory management solution-spanning across key channels: retail, wholesale and ecommerce.” Source: RevenueBase Database · checked Sep 1, 2026
11	Atomic	Strong evidence	Dover, DE, United States	11-50	21 contacts →
	Strong evidence “Atomic empowers organizations to efficiently manage their supply chains, streamline demand forecasting, and enhance overall operational efficiency.” Source: RevenueBase Database · checked Sep 1, 2026
12	Stovell AI Systems	Partial evidence	San Francisco, CA, United States	11-50	18 contacts →
	Partial evidence “Stovell AI Systems delivers next generation pricing & demand forecast solutions to leading investment firms and large corporations with complex value chains.” Source: RevenueBase Database · checked Sep 1, 2026
13	Saphran, INC	Strong evidence	Southfield, MI, United States	11-50	16 contacts →
	Strong evidence “Founded in 2004, Saphran is recognized as a leader in forecasting and cost estimating cloud software, built on years of experience and a commitment to delivering dependable…” Source: RevenueBase Database · checked Sep 1, 2026
14	Invent Analytics	Indirect evidence	Philadelphia, PA, United States	51-200	14 contacts →
	Indirect evidence “Invent Analytics delivers significant financial improvement by empowering retailers to profit-optimize their supply chain.” Source: RevenueBase Database · checked Sep 1, 2026
15	Smart Software INC	Strong evidence	Belmont, MA, United States	11-50	13 contacts →
	Strong evidence “Since its founding in 1981, Smart Software has been a leading provider of demand planning, forecasting, and inventory optimization solutions and is now part of Epicor Software.” Source: RevenueBase Database · checked Sep 1, 2026
16	Simple Approach	Partial evidence	Miami, United States	1-10	13 contacts →
	Partial evidence “Simple Approach is a privately-owned company founded in 2014 and focused on providing industry-leading Supply Chain software solutions.” Source: RevenueBase Database · checked Sep 1, 2026
17	Right Sized Inventory	Partial evidence	Corrales, NM, United States	11-50	11 contacts →
	Partial evidence “RSI solved an age-old supply chain dilemma by redefining how inventory optimization is achieved with our revolutionary software.” Source: RevenueBase Database · checked Sep 1, 2026
18	Marquette Energy Analytics	Indirect evidence	Milwaukee, WI, United States	51-200	11 contacts →
	Indirect evidence “Marquette Energy Analytics turns data into decisions.” Source: RevenueBase Database · checked Sep 1, 2026
19	P4 Technologies	Indirect evidence	Wilmington, NC, United States	11-50	11 contacts →
	Indirect evidence “SMARTER DECISIONS.” Source: RevenueBase Database · checked Sep 1, 2026
20	Skulicity	Indirect evidence	Mooresville, NC, United States	11-50	11 contacts →
	Indirect evidence “Skulicity is a supply chain platform for manufacturers to drive profitable sales with big-box retailers.” Source: RevenueBase Database · checked Sep 1, 2026
21	Omnichain	Partial evidence	El Segundo, CA, United States	11-50	10 contacts →
	Partial evidence “Omnichain’s Integrated Supply Chain Planning Platform enables consumer brands to sense and shape demand, synchronize collaborative planning & execution and automate critical…” Source: RevenueBase Database · checked Sep 1, 2026
22	Data Profits INC	Strong evidence	Norcross, GA, United States	11-50	8 contacts →
	Strong evidence “Data Profits offers a true SaaS inventory management, demand forecasting, and planning application.” Source: RevenueBase Database · checked Sep 1, 2026
23	Safio Solutions	Strong evidence	Brookfield, WI, United States	1-10	8 contacts →
	Strong evidence “SAFIO Solutions is a SaaS provider, focused on forecasting and demand planning.” Source: RevenueBase Database · checked Sep 1, 2026
24	Valogix	Partial evidence	Glens Falls, NY, United States	11-50	8 contacts →
	Partial evidence “Valogix is a global leader in cloud-based inventory planning and optimization software.” Source: RevenueBase Database · checked Sep 1, 2026
25	Artel N.T. LTD	Partial evidence	Acton, MA, United States	11-50	8 contacts →
	Partial evidence “Artel develops and supports Retail, Distribution and Multichannel software for inventory planning and optimization.” Source: RevenueBase Database · checked Sep 1, 2026

RevenueBase Smart Search

RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: demand forecasting software utilities. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.

Strong evidence: The company's own public description of its business names demand forecasting software utilities.
Partial evidence: Its own public description names part of demand forecasting software utilities, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name demand forecasting software utilities. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.

RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.

Showing 25 of 82 demand forecasting software utilities based in the United States

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Demand forecasting software utilities based in the United States at a glance

As of Sep 1, 2026

32.0%Verified-email coverage

27.2%Mobile-number coverage

16.1Average contacts per company

11-50Median size (employees)

4.9%Largest-city concentration · San Francisco

Sep 1, 2026Page data refreshed

Companies by employee count

1-10

11-50

51-200

201-500

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among demand forecasting software utilities, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source: The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies: Companies headquartered in the United States whose own description of what they do matches “demand forecasting software utilities”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search: RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names demand forecasting software utilities), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude: Companies whose own description does not clearly place them among demand forecasting software utilities, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality: In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking: Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification: Every listed company carries at least one verified work email, 421 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh: This page's figures were pulled from the company graph on September 1, 2026. Lists refresh periodically as the graph is re-checked.
Corrections: Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names demand forecasting software utilities, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many demand forecasting software utilities are there based in the United States?

RevenueBase identified 82 demand forecasting software utilities headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

ALGO, headquartered in Troy, tops this list with the largest team on record.

Which city has the most demand forecasting software utilities?

San Francisco leads with 4 headquartered companies, followed by Chicago (3) and New York (3).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 421 verified decision-maker contacts tracked across these 82 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 1, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.