AI TrustMark

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

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • Anaplan Intelligence

    By Anaplan

    Anaplan Intelligence is the AI layer of the Anaplan planning platform, bringing predictive, generative and agentic AI into scenario planning and analysis. It includes machine-learn

  • C3 AI Demand Forecasting

    By C3 AI

    C3 AI is an enterprise artificial intelligence software company based nearby in Redwood City, California. C3 AI Demand Forecasting is C3 AI's software product, from C3.ai, Inc. Pub

  • Datarails FP&A Genius

    By Datarails

    Datarails FP&A Genius is Datarails's software product, from Datarails Ltd. Published at datarails.com/fpa-genius. Directory filing: FP&A. Vendor legal name on this product record:

  • DataRobot AI Platform

    By DataRobot

    DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business. DataRobot AI Platform is DataRobot's platform, from D

  • IBM Planning Analytics

    By IBM

    IBM Planning Analytics is an enterprise planning, budgeting and forecasting platform powered by the IBM TM1 engine, aimed at finance and operational planning teams who need a gover

  • Intuit Enterprise Suite

    By Intuit

    The Intuit platform puts a team of AI agents and trusted experts by your side. Intuit Enterprise Suite is Intuit's software product, from Intuit Inc. Published at intuit.com/enterp

  • TimeGPT

    By Nixtla

    Forecasting & Anomaly Detection: accurate predictions and detect anomalies with Nixtla's industry-leading solutions. TimeGPT is Nixtla's model API, from Nixtla, Inc. Published

  • o9 Demand Planning

    By o9 Solutions

    AI-powered enterprise planning and execution platform connecting strategy, supply chain, finance, and operations to drive faster, smarter decisions. o9 Demand Planning is o9 Soluti

  • Pigment

    By Pigment

    Analyze, model, and plan with Pigment. Prepare for anything with our integrated business planning platform powered by agentic AI. Pigment is Pigment's software product, from Pigmen

  • RELEX Demand Planning

    By 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 Visual Forecasting

    By SAS

    SAS Visual Forecasting is SAS's software product, from SAS Institute Inc. Published at sas.com/en_us/software/visual-forecasting.html. Directory filing: Forecasting. Vendor legal n

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.