Ranking across industries

Top 10 AI tools to forecast demand

Estimate future demand, sales volume, inventory needs, or service load. We reviewed 27 products from 26 companies on a 100-point evidence score. These 10 earned a place.

Updated Nov 10, 202627 products reviewed26 companies

  1. 1=

    Metreecs Suite

    by Metreecs

    One platform for forecasting, inventory optimization, and supply chain automation.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  2. 1=

    Shift & Scheduling

    by Fountain

    Shift creation, auto-assignment, worker notifications, coverage gaps, schedule adjustments.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  3. 1=

    Workforce Management

    by Pylon

    Workforce management for building a support engine that scales with customers.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  4. 1=

    Zoom Business Services

    by Zoom

    Suite of tools for customer engagement, sales, and marketing, including contact center, events, and webinars.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  5. 5=

    Contact Center Workforce Optimization (WFO)

    by RingCentral, Inc.

    Contact center workforce optimization tools within RingCX for staffing, quality management, and interaction analytics.

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  6. 5=

    Demand Planning

    by Confido

    Unify advanced statistical modeling and live customer inventories with commercial team insights to drive a unified S&OP process from end-to-end.

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  7. 5=

    Dialpad Support

    by Dialpad

    Cloud-based support and contact center solution with AI that helps expedite onboarding, simplify coaching, and delight customers.

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  8. 5=

    Enterprise AI Applications

    by C3 AI

    Portfolio of production-ready AI applications that encode decades of domain expertise across sectors, including Reliability, Process Optimization, Energy Management, and Field S...

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  9. 5=

    Equipment Allocation

    by TENDERD

    Distribute assets efficiently with AI-driven tracking and forecasts.

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence
  10. 5=

    HPCWorks

    by Siemens

    HPC and cloud products from the former Altair HPCWorks platform, integrated into the Siemens portfolio.

    Task fit
    27.1/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
    Submit evidence
    Customer satisfaction
    Unknown
    Submit evidence
    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence

27 candidate products reviewed. Products with equal totals share a rank. Evidence samples are selected examples of the available support.