Forecasting companies, products & suppliers

Time-series and demand/financial/ops forecasts as the category, not inventory-specific replenishment or sales bookings forecasts. Jobs: time-series at scale; hierarchical forecasts; what-if on series.

What is Forecasting?

Time-series and demand/financial/ops forecasts as the category, not inventory-specific replenishment or sales bookings forecasts. Jobs: time-series at scale; hierarchical forecasts; what-if on series.

What problems does it solve?

Plans still use a single naive baseline.

Typical business use cases

  • Time-series at scale
  • Hierarchical forecasts
  • What-if on series

Important capabilities

  • Seasonality
  • Hierarchy
  • APIs

What buyers should evaluate

  • Bias
  • Cold start
  • Whether it writes a plan

Risks and governance considerations

A forecast treated as a commitment with no owner.

Procurement checklist

  • Owner
  • Bias
  • Writeback

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Companies and providers

Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.

  • Anaplan

    The scenario planning and analysis platform where AI, data, and planning converge to make the right decisions, right now. Anaplan publishes Anaplan Forecaster and Anaplan PlanIQ as

  • C3 AI

    C3 AI is an enterprise artificial intelligence software company based nearby in Redwood City, California. C3.ai, Inc. trades as C3 AI, based in Redwood City, United States, at c3.a

  • Datarails

    Datarails publishes Datarails FP&A Genius as named AI products. Datarails is used for Financial analysis and Forecasting work. Datarails is recorded in Tel Aviv, Israel. Datarails

  • DataRobot

    DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business. DataRobot publishes DataRobot AI Platform and DataRob

  • IBM

    International Business Machines Corporation sells hybrid-cloud software, Granite models and enterprise AI tooling. Public pages distinguish IBM software and models from IBM Consult

  • Intuit

    Intuit Assist brings generative AI across QuickBooks, TurboTax, and Mailchimp for accounting and tax workflows. Public marketing also emphasises assist across Intuit product suite.

  • Nixtla

    Forecasting & Anomaly Detection: accurate predictions and detect anomalies with Nixtla's industry-leading solutions. Nixtla publishes TimeGPT-2, TimeGPT, and TimeGPT-2.1 as named A

  • o9 Solutions

    AI-powered enterprise planning and execution platform connecting strategy, supply chain, finance, and operations to drive faster, smarter decisions. o9 Solutions publishes o9 Digit

  • Pigment

    Prepare for anything with our integrated business planning platform powered by agentic AI. Pigment is used for Forecasting and Scenario modelling work. Pigment is recorded in Paris

  • RELEX Solutions

    RELEX’s unified supply chain and retail planning platform helps retailers, manufacturers, and wholesalers improve forecast accuracy, reduce waste, and automate planning end-to-end.

  • SAS

    SAS publishes SAS Data Maker, SAS Intelligent Decisioning, and SAS Model Manager as named AI products. SAS is used for Model governance and Data science platforms work. SAS is reco

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Forecasting?

Time-series and demand/financial/ops forecasts as the category, not inventory-specific replenishment or sales bookings forecasts. Jobs: time-series at scale; hierarchical forecasts; what-if on series.

What should not be listed as Forecasting?

Products whose buyer job is inventory forecasting, sales forecasting, or predictive analytics classifiers. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Forecasting supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.