Company lists · Data refreshed October 2026
Top 21 Probabilistic forecasting software companies based in the United States
RevenueBase identified 58 company matches for probabilistic forecasting software companies associated with the United States as of October 2026 and tracks 788 professional contacts across them, including 315 with verified work emails. New York is the largest hub.
This list covers company matches for probabilistic forecasting software companies associated with the United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed October 20, 2026.
Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, 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.
The 21 largest probabilistic forecasting software companies based in the United States
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | 447 contacts → | ||||
Exact match “Verisk extreme event solutions (formerly AIR Worldwide) provides risk modeling solutions that help individuals, businesses, and society become more resilient to extreme events.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 2 | 28 contacts → | ||||
Exact match “Epistemix helps organizations forecast outcomes and manage risks by simulating how people behave.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 3 | 25 contacts → | ||||
Exact match “Northfield is a leading risk management analytics provider known for its research based applications and industry wide thought leadership.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 4 | 24 contacts → | ||||
Exact match “Weather Analytics helps insurance companies, businesses and organizations impacted by the weather see weather differently with decision-support solutions.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 5 | 24 contacts → | ||||
Exact match “As our clients over the years will attest, Weather Trends International is the global leader of year-ahead business weather forecasting technology with year-ahead forecasts…” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 6 | 18 contacts → | ||||
Exact match “Frontline Solvers is a leading vendor of predictive and prescriptive analytics software, used to make analytics-powered decisions.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 7 | 18 contacts → | ||||
Exact match “Sunairio is the first software company to leverage high-resolution probabilistic climate data for energy investment, portfolio strategy, and business insights.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 8 | 12 contacts → | ||||
Exact match “Lumina developed the Analytica software, a quantitative decision support modeling environment that helps people visualize problems with clarity and precision.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 9 | 11 contacts → | ||||
Exact match “Cultivate Labs builds continuous sensemaking systems that help organizations structure uncertainty, quantify changing conditions, and refine decisions as the world evolves.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 10 | 9 contacts → | ||||
Exact match “Prevedere is an industry insights and predictive analytics company, enabling business leaders to make better decisions by providing a snapshot into the company’s future.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 11 | 7 contacts → | ||||
Exact match “SAFIO Solutions is a SaaS provider, focused on forecasting and demand planning.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 12 | 4 contacts → | ||||
Exact match “Xactly Forecasting provides companies with the AI needed to make decisions that are predictable and precise, while optimizing the quality of those choices over time with numerous…” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 13 | 4 contacts → | ||||
Exact match “Spider Financial provides analytical and statistical software tools and services for securities trading, risk management and financial operations.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 14 | 3 contacts → | ||||
Exact match “Please follow the ForecastWatch company page for up-to-date information and news about weather forecast verification.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 15 | 3 contacts → | ||||
Exact match “Based on cutting-edge technology, Decide Better's experts have specifically developed dScerner to model, simulate and study projects and businesses of any kind, in any industry…” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 16 | 3 contacts → | ||||
Exact match “Icosystem combines expertise in human behavior & decision-making with simulation and optimization techniques inspired by complexity science and biology to build predictive…” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 17 | 3 contacts → | ||||
Exact match “Pillar AI is a supply chain software company that is creating the future of planning.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 18 | 2 contacts → | ||||
Exact match “We are an advanced analytics company providing businesses with insights into how their operations are impacted by weather; specifically extreme weather events.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 19 | 1 contacts → | ||||
Exact match “Climatics provides climate, technology and economic-related forecasting and analytics to support optimal financial risk mitigation strategies and solutions.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 20 | 1 contacts → | ||||
Exact match “Chronulus AI is the first agentic forecasting and prediction platform.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
| 21 | 1 contacts → | ||||
Exact match “Instantly generate accurate time series forecasts, test scenarios, optimize outcomes, and discover leading indicators-no data science required.” Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase | |||||
RevenueBase SmartSearch
Describe a niche business in your own words. RevenueBase SmartSearch compares the meaning of your description with company business descriptions compiled in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit.
This list uses Exact for “probabilistic forecasting software companies”. Each Exact match badge shows membership in that saved search; it is not an individual similarity score or a service-quality rating. Recorded descriptions are shown where available.
Showing 21 of 58 probabilistic forecasting software companies based in the United States
See the full list, filter by size, metro and specialty, and access 315 tracked professional contacts with verified work emails. Direct dials are available where recorded.
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Probabilistic forecasting software companies based in the United States at a glance
As of Oct 20, 2026Companies by employee count
Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 58 companies.
How this list was built
The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.
- Source
- The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
- What qualifies
- Company records associated with the United States whose business descriptions match “probabilistic forecasting software companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
- RevenueBase SmartSearch
- Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
- Public preview
- The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
- Match quality
- RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
- 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 displayed company carries at least one verified work email. RevenueBase tracks 315 professional contacts with verified work emails across the full matched dataset. 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 October 20, 2026. Lists refresh periodically as the graph is re-checked.
- Record context
- Company records and descriptions can change. Check the company's website for its current services and locations.
Frequently asked
What is RevenueBase SmartSearch?
RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “probabilistic forecasting software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.
How many probabilistic forecasting software companies are there based in the United States?
RevenueBase identified 58 company matches for probabilistic forecasting software companies associated with the United States as of October 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.
What is the largest company on this list?
Verisk Extreme Event Solutions tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.
Which city has the most probabilistic forecasting software companies?
New York leads with 5 company records, followed by Chicago (4) and Austin (2).
How do I get contact information for these companies?
A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 315 professional contacts with verified work emails tracked across these 58 companies; direct dials are available where recorded.
How current is this list?
The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on October 20, 2026.
Ready to reach these companies? Verified emails and direct dials for all 58 probabilistic forecasting software companies based in the United States. Start with a free account, no credit card.
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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 SmartSearch, 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.
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Company intelligence · public preview
Top 21 probabilistic forecasting software companies based in the United States
Find companies in any niche.
Describe the businesses you want in your own words. RevenueBase SmartSearch matches company descriptions by meaning.
RevenueBase records 58 matching company records for probabilistic forecasting software companies based in the United States, with 788 tracked contacts and 315 verified work emails.
This public preview shows 21 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: October 20, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 21 probabilistic forecasting software companies based in the United States
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 |  Verisk Extreme Event Solutionsverisk.comHQ: Boston, MA, United StatesReported employees: 501-1,000 | Boston, MA, United States | 501-1,000 | Exact match | 447 contacts → |
“Verisk extreme event solutions (formerly AIR Worldwide) provides risk modeling solutions that help individuals, businesses, and society become more resilient to extreme events.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 |  Epistemixepistemix.comHQ: Pittsburgh, PA, United StatesReported employees: 11-50 | Pittsburgh, PA, United States | 11-50 | Exact match | 28 contacts → |
“Epistemix helps organizations forecast outcomes and manage risks by simulating how people behave.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 |  Northfield Information Servicesnorthinfo.comHQ: Cambridge, MA, United StatesReported employees: 11-50 | Cambridge, MA, United States | 11-50 | Exact match | 25 contacts → |
“Northfield is a leading risk management analytics provider known for its research based applications and industry wide thought leadership.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 |  Weather Analyticsathenium.comHQ: Washington, United StatesReported employees: 11-50 | Washington, United States | 11-50 | Exact match | 24 contacts → |
“Weather Analytics helps insurance companies, businesses and organizations impacted by the weather see weather differently with decision-support solutions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 |  Weather Trends Internationalweathertrends360.comHQ: Bethlehem, PA, United StatesReported employees: 11-50 | Bethlehem, PA, United States | 11-50 | Exact match | 24 contacts → |
“As our clients over the years will attest, Weather Trends International is the global leader of year-ahead business weather forecasting technology with year-ahead forecasts…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 |  Frontline Solverssolver.comHQ: Incline Village, NV, United StatesReported employees: 11-50 | Incline Village, NV, United States | 11-50 | Exact match | 18 contacts → |
“Frontline Solvers is a leading vendor of predictive and prescriptive analytics software, used to make analytics-powered decisions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 |  Sunairiosunairio.comHQ: Baltimore, MD, United StatesReported employees: 1-10 | Baltimore, MD, United States | 1-10 | Exact match | 18 contacts → |
“Sunairio is the first software company to leverage high-resolution probabilistic climate data for energy investment, portfolio strategy, and business insights.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 |  Luminaanalytica.comHQ: Campbell, CA, United StatesReported employees: 11-50 | Campbell, CA, United States | 11-50 | Exact match | 12 contacts → |
“Lumina developed the Analytica software, a quantitative decision support modeling environment that helps people visualize problems with clarity and precision.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 |  Cultivate Labs, INCcultivatelabs.comHQ: Chicago, IL, United StatesReported employees: 11-50 | Chicago, IL, United States | 11-50 | Exact match | 11 contacts → |
“Cultivate Labs builds continuous sensemaking systems that help organizations structure uncertainty, quantify changing conditions, and refine decisions as the world evolves.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 | Prevedereprevedere.com HQ: Santa Clara, CA, United StatesReported employees: 51-200 | Santa Clara, CA, United States | 51-200 | Exact match | 9 contacts → |
“Prevedere is an industry insights and predictive analytics company, enabling business leaders to make better decisions by providing a snapshot into the company’s future.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 |  Safio Solutionssafiosolutions.comHQ: Brookfield, WI, United StatesReported employees: 1-10 | Brookfield, WI, United States | 1-10 | Exact match | 7 contacts → |
“SAFIO Solutions is a SaaS provider, focused on forecasting and demand planning.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 | Topopps NOW Xactly Forecastingsales.xactlycorp.com HQ: Saint Charles, MO, United StatesReported employees: 11-50 | Saint Charles, MO, United States | 11-50 | Exact match | 4 contacts → |
“Xactly Forecasting provides companies with the AI needed to make decisions that are predictable and precise, while optimizing the quality of those choices over time with numerous…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 |  Spider Financial Corpnumxl.comHQ: Chicago, IL, United StatesReported employees: 1-10 | Chicago, IL, United States | 1-10 | Exact match | 4 contacts → |
“Spider Financial provides analytical and statistical software tools and services for securities trading, risk management and financial operations.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 | Intellovations, LLCforecastwatch.com HQ: Columbus, OH, United StatesReported employees: 1-10 | Columbus, OH, United States | 1-10 | Exact match | 3 contacts → |
“Please follow the ForecastWatch company page for up-to-date information and news about weather forecast verification.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 | Dscernerdscerner.com HQ: DE, United StatesReported employees: 1-10 | DE, United States | 1-10 | Exact match | 3 contacts → |
“Based on cutting-edge technology, Decide Better's experts have specifically developed dScerner to model, simulate and study projects and businesses of any kind, in any industry…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 |  Icosystemicosystem.comHQ: Cambridge, MA, United StatesReported employees: 11-50 | Cambridge, MA, United States | 11-50 | Exact match | 3 contacts → |
“Icosystem combines expertise in human behavior & decision-making with simulation and optimization techniques inspired by complexity science and biology to build predictive…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 | Pillar AIpillar-ai.com HQ: Oakland, CA, United StatesReported employees: 1-10 | Oakland, CA, United States | 1-10 | Exact match | 3 contacts → |
“Pillar AI is a supply chain software company that is creating the future of planning.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 |  Climatilityclimatility.comHQ: Philadelphia, PA, United StatesReported employees: 1-10 | Philadelphia, PA, United States | 1-10 | Exact match | 2 contacts → |
“We are an advanced analytics company providing businesses with insights into how their operations are impacted by weather; specifically extreme weather events.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 |  Climatics LLCclimatics.coHQ: Boston, United StatesReported employees: 1-10 | Boston, United States | 1-10 | Exact match | 1 contacts → |
“Climatics provides climate, technology and economic-related forecasting and analytics to support optimal financial risk mitigation strategies and solutions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 | Chronulus AIchronulus.com HQ: Brooklyn, NY, United StatesReported employees: 1-10 | Brooklyn, NY, United States | 1-10 | Exact match | 1 contacts → |
“Chronulus AI is the first agentic forecasting and prediction platform.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 |  Datamagodatamago.comHQ: Burlingame, CA, United StatesReported employees: 1-10 | Burlingame, CA, United States | 1-10 | Exact match | 1 contacts → |
“Instantly generate accurate time series forecasts, test scenarios, optimize outcomes, and discover leading indicators-no data science required.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 21 of 58 company matches
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Probabilistic forecasting software companies: dataset insights
October 20, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
58 records in the displayed employee bands.
0 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 58 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: October 20, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Questions about this company list
What does Exact match mean for probabilistic forecasting software companies?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many probabilistic forecasting software companies did RevenueBase find based in the United States?
The saved snapshot records 58 matching company records, 788 tracked contacts and 315 verified emails. The public preview displays 21 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: October 20, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
Build your next target company list
Adapt this niche search and work with available contacts in RevenueBase.
Related lists
Cite this list
RevenueBase Data Team. Top 21 probabilistic forecasting software companies based in the United States. Snapshot: October 20, 2026. https://revenuebase.ai/companies/probabilistic-forecasting-software-companies/united-states.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗
More company lists
- All company lists
- Lists by location
- Lists A-Z
- New lists
- AI companies based in the United States
- Cybersecurity companies based in the United States
- Manufacturing companies based in the United States
- Media companies based in the United States
- Oil and gas companies based in the United States
- Real estate companies based in the United States
Company intelligence · public preview
Top 21 probabilistic forecasting software companies based in the United States
RevenueBase records 58 matching company records for probabilistic forecasting software companies based in the United States, with 788 tracked contacts and 315 verified work emails.
This public preview shows 21 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: October 20, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 21 probabilistic forecasting software companies based in the United States
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 | Verisk Extreme Event Solutionsverisk.com HQ: Boston, MA, United StatesReported employees: 501-1,000 | Boston, MA, United States | 501-1,000 | Exact match | 447 contacts → |
“Verisk extreme event solutions (formerly AIR Worldwide) provides risk modeling solutions that help individuals, businesses, and society become more resilient to extreme events.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 | Epistemixepistemix.com HQ: Pittsburgh, PA, United StatesReported employees: 11-50 | Pittsburgh, PA, United States | 11-50 | Exact match | 28 contacts → |
“Epistemix helps organizations forecast outcomes and manage risks by simulating how people behave.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 | Northfield Information Servicesnorthinfo.com HQ: Cambridge, MA, United StatesReported employees: 11-50 | Cambridge, MA, United States | 11-50 | Exact match | 25 contacts → |
“Northfield is a leading risk management analytics provider known for its research based applications and industry wide thought leadership.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 | Weather Analyticsathenium.com HQ: Washington, United StatesReported employees: 11-50 | Washington, United States | 11-50 | Exact match | 24 contacts → |
“Weather Analytics helps insurance companies, businesses and organizations impacted by the weather see weather differently with decision-support solutions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 | Weather Trends Internationalweathertrends360.com HQ: Bethlehem, PA, United StatesReported employees: 11-50 | Bethlehem, PA, United States | 11-50 | Exact match | 24 contacts → |
“As our clients over the years will attest, Weather Trends International is the global leader of year-ahead business weather forecasting technology with year-ahead forecasts…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 | Frontline Solverssolver.com HQ: Incline Village, NV, United StatesReported employees: 11-50 | Incline Village, NV, United States | 11-50 | Exact match | 18 contacts → |
“Frontline Solvers is a leading vendor of predictive and prescriptive analytics software, used to make analytics-powered decisions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 | Sunairiosunairio.com HQ: Baltimore, MD, United StatesReported employees: 1-10 | Baltimore, MD, United States | 1-10 | Exact match | 18 contacts → |
“Sunairio is the first software company to leverage high-resolution probabilistic climate data for energy investment, portfolio strategy, and business insights.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 | Luminaanalytica.com HQ: Campbell, CA, United StatesReported employees: 11-50 | Campbell, CA, United States | 11-50 | Exact match | 12 contacts → |
“Lumina developed the Analytica software, a quantitative decision support modeling environment that helps people visualize problems with clarity and precision.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 | Cultivate Labs, INCcultivatelabs.com HQ: Chicago, IL, United StatesReported employees: 11-50 | Chicago, IL, United States | 11-50 | Exact match | 11 contacts → |
“Cultivate Labs builds continuous sensemaking systems that help organizations structure uncertainty, quantify changing conditions, and refine decisions as the world evolves.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 | Prevedereprevedere.com HQ: Santa Clara, CA, United StatesReported employees: 51-200 | Santa Clara, CA, United States | 51-200 | Exact match | 9 contacts → |
“Prevedere is an industry insights and predictive analytics company, enabling business leaders to make better decisions by providing a snapshot into the company’s future.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 | Safio Solutionssafiosolutions.com HQ: Brookfield, WI, United StatesReported employees: 1-10 | Brookfield, WI, United States | 1-10 | Exact match | 7 contacts → |
“SAFIO Solutions is a SaaS provider, focused on forecasting and demand planning.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 | Topopps NOW Xactly Forecastingsales.xactlycorp.com HQ: Saint Charles, MO, United StatesReported employees: 11-50 | Saint Charles, MO, United States | 11-50 | Exact match | 4 contacts → |
“Xactly Forecasting provides companies with the AI needed to make decisions that are predictable and precise, while optimizing the quality of those choices over time with numerous…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 | Spider Financial Corpnumxl.com HQ: Chicago, IL, United StatesReported employees: 1-10 | Chicago, IL, United States | 1-10 | Exact match | 4 contacts → |
“Spider Financial provides analytical and statistical software tools and services for securities trading, risk management and financial operations.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 | Intellovations, LLCforecastwatch.com HQ: Columbus, OH, United StatesReported employees: 1-10 | Columbus, OH, United States | 1-10 | Exact match | 3 contacts → |
“Please follow the ForecastWatch company page for up-to-date information and news about weather forecast verification.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 | Dscernerdscerner.com HQ: DE, United StatesReported employees: 1-10 | DE, United States | 1-10 | Exact match | 3 contacts → |
“Based on cutting-edge technology, Decide Better's experts have specifically developed dScerner to model, simulate and study projects and businesses of any kind, in any industry…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 | Icosystemicosystem.com HQ: Cambridge, MA, United StatesReported employees: 11-50 | Cambridge, MA, United States | 11-50 | Exact match | 3 contacts → |
“Icosystem combines expertise in human behavior & decision-making with simulation and optimization techniques inspired by complexity science and biology to build predictive…” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 | Pillar AIpillar-ai.com HQ: Oakland, CA, United StatesReported employees: 1-10 | Oakland, CA, United States | 1-10 | Exact match | 3 contacts → |
“Pillar AI is a supply chain software company that is creating the future of planning.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 | Climatilityclimatility.com HQ: Philadelphia, PA, United StatesReported employees: 1-10 | Philadelphia, PA, United States | 1-10 | Exact match | 2 contacts → |
“We are an advanced analytics company providing businesses with insights into how their operations are impacted by weather; specifically extreme weather events.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 | Climatics LLCclimatics.co HQ: Boston, United StatesReported employees: 1-10 | Boston, United States | 1-10 | Exact match | 1 contacts → |
“Climatics provides climate, technology and economic-related forecasting and analytics to support optimal financial risk mitigation strategies and solutions.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 | Chronulus AIchronulus.com HQ: Brooklyn, NY, United StatesReported employees: 1-10 | Brooklyn, NY, United States | 1-10 | Exact match | 1 contacts → |
“Chronulus AI is the first agentic forecasting and prediction platform.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 | Datamagodatamago.com HQ: Burlingame, CA, United StatesReported employees: 1-10 | Burlingame, CA, United States | 1-10 | Exact match | 1 contacts → |
“Instantly generate accurate time series forecasts, test scenarios, optimize outcomes, and discover leading indicators-no data science required.” Recorded description excerpt · October 20, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 21 of 58 company matches
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Probabilistic forecasting software companies: dataset insights
October 20, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
58 records in the displayed employee bands.
0 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 58 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: October 20, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Questions about this company list
What does Exact match mean for probabilistic forecasting software companies?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many probabilistic forecasting software companies did RevenueBase find based in the United States?
The saved snapshot records 58 matching company records, 788 tracked contacts and 315 verified emails. The public preview displays 21 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: October 20, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
Build your next target company list
Adapt this niche search and work with available contacts in RevenueBase.
Related lists
Cite this list
RevenueBase Data Team. Top 21 probabilistic forecasting software companies based in the United States. Snapshot: October 20, 2026. https://revenuebase.ai/companies/probabilistic-forecasting-software-companies/united-states.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗
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