Industry research

Software & Cloud market research

Define software and cloud opportunities by product, workload, customer, and billing basis. Adoption, workload activity, cloud consumption, and provider revenue should be compared separately.

Research options Discuss your scope
Infrastructure engineer inspecting equipment in a data center
Software demand spans products, cloud infrastructure, and implementation services.

Market definition

Set the boundary before comparing.

A technology user is not necessarily a paying software customer. Check the contract owner, workload, billable unit, and bundled services.

  1. 01Application software

    Seats, contracts, or subscription revenue

    Define product category, customer segment, deployment, and add-on treatment.

  2. 02Cloud infrastructure

    Compute, storage, network, or consumption spend

    Specify service layer, committed versus on-demand use, and provider or reseller revenue.

  3. 03AI and data platforms

    Workloads, users, usage, or contracted spend

    Separate model, platform, cloud, and integration costs, including internal use.

  4. 04Cybersecurity and services

    Protected assets, seats, incidents, or service revenue

    Distinguish software licenses from implementation, managed operations, and consulting.

Decision context

What shapes the opportunity?

Use these lenses to build a market view around the decision, customer, and time horizon that matter to you.

  1. 01

    Adoption to paid usage

    Trace pilot and production use to budget ownership, recurring consumption, and renewal.

  2. 02

    Consumption and packaging

    Compare seat, workload, data, and usage-based pricing alongside discounts and cloud commits.

  3. 03

    Implementation and retention

    Account for integration effort, data migration, security review, switching cost, and expansion revenue.

Research options

Find the right research scope.

Set the market, geography, and evidence needed for your decision. Our team can help define a custom research scope.

Start with the market question.

Ask our research team about the coverage and evidence needed for a custom study.

Enquire about research Plan a custom scope

Buyer questions

Questions worth resolving.

Use these checks to test whether a report answers your decision or needs a narrower research brief.

  1. 01

    What is counted as software revenue?

    Separate subscriptions, licenses, cloud infrastructure, resale, advertising, and implementation services.

  2. 02

    Is adoption tied to budget?

    An organization using a tool may not procure a separate product or provider. Check paid accounts and workloads.

  3. 03

    Which customer cohort is relevant?

    Segment by company size, industry, region, deployment model, workload, and buying authority.

Definitions and evidence

Check what the measures represent.

Cloud infrastructure, platforms, and applications are different service layers. Define which layer is purchased, who pays, and whether a reseller reports gross revenue or a fee before combining provider disclosures into one market view.

A cloud-service definition does not establish current adoption, market size, or vendor share. Implementation, support, infrastructure, and software subscriptions need an explicit rule for overlaps and bundled contracts.

Reference sources checked .

Related analysis

Evidence for your next decision.

Explore the commercial questions behind this research coverage.

Browse all market research articles

Your next question

Define the workload and buyer.

Tell us what you need to compare, where, and for whom. We’ll confirm relevant report coverage or shape a custom study.

Discuss this market