# Workflow Automation Statistics by Business Function > Compare IT and business participation in workflow automation by department, with historical platform evidence, human-review context and ownership-gap math. Canonical: https://workspace369.com/research/workflow-automation-statistics-by-business-function/ Last updated: 2026-09-12 [← Workspace369 Research](https://workspace369.com/research/) Compare IT and business participation in workflow automation by department, with historical platform evidence, human-review context and reproducible ownership-gap calculations. [Research and calculations by Workspace369](https://workspace369.com/about/)Published September 12, 2026Updated September 12, 2026 Measured population Anonymized Workato platform sample: 1,055 companies and 82,000 automated processes; not all businesses Observation period 2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026 Sources checked September 12, 2026 [Read the methodology ↗](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology) [Download data · CSV](https://workspace369.com/downloads/research/workflow-automation-statistics-by-business-function.csv)[Source ledger · JSON](https://workspace369.com/downloads/research/workflow-automation-statistics-by-business-function.json)[Cite this report ↗](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#cite) 2026 edition ## Key takeaways Each takeaway links to its canonical data row. Reported figures belong to their cited producer; modeled results are labeled as calculations. 1. [Customer support and operations: business share of automation builders in Workato’s sample: 48% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#support-business)Workato 2. [DataOps and business intelligence: business share of automation builders in Workato’s sample: 30% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#data-business)Workato 3. [Finance and accounting: business share of automation builders in Workato’s sample: 39% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#finance-business)Workato 4. [Human resources: business share of automation builders in Workato’s sample: 39% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#hr-business)Workato 5. [IT: business share of automation builders in Workato’s sample: 34% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#it-business)Workato 6. [Product and engineering: business share of automation builders in Workato’s sample: 39% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#product-business)Workato 7. [Revenue operations: business share of automation builders in Workato’s sample: 52% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#revops-business)Workato 8. [Workato sample: revenue operations share of generative-ai use cases: 48% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#ai-revops)Workato 9. [Workato sample: it operations share of generative-ai use cases: 31% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#ai-it)Workato 10. [Workato sample: automated processes including human interaction: 11% (2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026).](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#human-loop)Workato Try it with one real client Set up one client, one project and one invoice in Workspace369, then check what your client sees in the portal. [Compare plans](https://workspace369.com/pricing/) 14-day free trial. Card required. After the trial: from $29/month. Renews automatically every month until you cancel. Cancel anytime in Settings → Billing. ![Connected task tiles cross department desks and a human review gate, illustrating cross-functional workflow automation and oversight.](https://workspace369.com/images/research/workflow-automation-departments.webp) AI-generated editorial illustration; not a data visualization. ## Who builds automations in each business function? Workato’s chart shows a business-builder majority in revenue operations and an IT majority in the other listed functions. This is a builder distribution, not a ranking of automation volume or savings. Scroll horizontally to compare all columns → **Workflow automation by function — 2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026. International platform sample; not country-representative.** | Business function | IT share | Business share | | --- | --- | --- | | Customer support and operations | [52%](https://www.workato.com/work-automation-index)Platform-observed distribution | [48%](https://www.workato.com/work-automation-index)Platform-observed distribution | | DataOps and business intelligence | [70%](https://www.workato.com/work-automation-index)Platform-observed distribution | [30%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Finance and accounting | [62%](https://www.workato.com/work-automation-index)Platform-observed distribution | [39%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Human resources | [61%](https://www.workato.com/work-automation-index)Platform-observed distribution | [39%](https://www.workato.com/work-automation-index)Platform-observed distribution | | IT | [66%](https://www.workato.com/work-automation-index)Platform-observed distribution | [34%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Product and engineering | [61%](https://www.workato.com/work-automation-index)Platform-observed distribution | [39%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Revenue operations | [48%](https://www.workato.com/work-automation-index)Platform-observed distribution | [52%](https://www.workato.com/work-automation-index)Platform-observed distribution | The published finance labels sum above a complete percentage. We preserve both labels because unrounded counts are unavailable; the cause of the mismatch is not established. The original chart was inspected visually. Primary source: [Workato — checked September 12, 2026](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#source-workato) ## How far apart are the IT and business shares? Subtracting the smaller displayed share from the larger shows the gap within each function. The direction column identifies which group is ahead. This is a descriptive calculation, not evidence that one operating model is better. Scroll horizontally to compare all columns → **Workflow automation by function — 2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026. International platform sample; not country-representative.** | Business function | Larger share | Calculated gap | | --- | --- | --- | | Customer support and operations | IT | [4 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | DataOps and business intelligence | IT | [40 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | Finance and accounting | IT | [23 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | Human resources | IT | [22 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | IT | IT | [32 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | Product and engineering | IT | [22 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | | Revenue operations | Business | [4 pp](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#methodology)Descriptive calculation | Workspace369 calculations from rounded chart labels. A percentage-point gap is not a relative percentage difference. Primary source: [Workato — checked September 12, 2026](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#source-workato) ## Where do generative AI and human review appear? The report distinguishes AI-use-case distribution from process ownership and human participation. These measures describe different denominators; the absence of an in-flow human step does not prove the absence of governance. **Workflow automation by function — 2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026. International platform sample; not country-representative.** | Platform measure | Reported share | | --- | --- | | Revenue operations share of generative-AI use cases | [48%](https://www.workato.com/work-automation-index)Platform-observed distribution | | IT operations share of generative-AI use cases | [31%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Automated processes built outside IT | [44%](https://www.workato.com/work-automation-index)Platform-observed distribution | | Automated processes including human interaction | [11%](https://www.workato.com/work-automation-index)Platform-observed distribution | Use-case shares are not company adoption rates. Human-in-the-loop processes may include approvals or exception handling. Primary source: [Workato — checked September 12, 2026](https://workspace369.com/research/workflow-automation-statistics-by-business-function/#source-workato) ## Which workflows should a team evaluate first? Start with a frequent process that has a clear trigger, an accountable owner and a measurable finish. Map handoffs and exception paths before automating individual steps. Scroll horizontally to compare all columns → **Workflow automation by function — 2023 observations within a 2021–2023 sample; 2024 report, reviewed in 2026. International platform sample; not country-representative.** | Function | Illustrative process to evaluate | Measurement to collect locally | | --- | --- | --- | | Sales | Lead assignment and follow-up | Assignment delay, completed follow-ups and exceptions | | Finance | Invoice reminders and approval routing | Manual touches, late reminders and approval duration | | Customer support | Conversation routing and escalation | Resolution quality, repeat contacts and handoff delay | | Team operations | Onboarding tasks and internal notifications | Completed steps, rework and missed handoffs | Editorial examples, not source-reported adoption or ROI statistics. They do not imply every workflow is supported by a particular product. ## Do these figures establish workflow automation ROI? No. Builder distributions do not measure implementation cost, maintenance or net labor savings. Establish a before-and-after baseline with comparable workload, include review effort, and separate released capacity from cash actually saved. A department’s share is not a recommended staffing ratio or a forecast of return on investment. ## Methodology and limitations 1. The table transcribes the original Workato builder chart. The source’s historical sample window remains visible despite the current editorial review date. 2. Workspace369 calculates absolute gaps from the two published shares for each function. The formula and both input IDs are included in the downloadable ledger. 3. Platform processes, builders and AI use cases have different denominators. The report is not a survey of all companies, and the selected rows must not be pooled into a market adoption rate. 4. We excluded ambiguous headline growth and data-operations totals from this edition rather than reconcile differently defined measures without additional evidence. ### What these numbers cannot tell you - Workato’s customer sample is selected by platform use. It does not establish current global, national or small-business automation prevalence. - The source does not provide item-level raw data or uncertainty intervals. Rounded displayed shares constrain the precision of the derived gaps. - These historical figures do not measure the impact of Workspace369, justify removing human approvals or demonstrate causal productivity gains. ### Freshness and corrections Maintained by the Workspace369 editorial team. Review quarterly and when a cited producer releases a replacement study. Next editorial review: December 2026. Retain historical model versions and observation dates. The edition date changes only when the evidence or content is substantively reviewed; it does not change the underlying observation period. First edition: September 12, 2026. Data extraction, source attribution and arithmetic checked for this edition. No independent peer review is claimed. Found an error or a newer primary release? [Send a correction with the source and affected statistic](mailto:support@workspace369.com?subject=Research%20correction%3A%20Workflow%20Automation%20Statistics%20by%20Business%20Function). Confirmed corrections are recorded below before republishing. ### Revision history Evidence dates above describe the report. Download and citation updates below do not imply that sources were checked again. - October 10, 2026 — Versioned CSV and JSON archives, checksums and reference-manager exports added. Source observations and evidence dates are unchanged. ## Primary sources and provenance Every reported numeric cell links directly to its producer. The downloads include exact table or workbook locators, observation periods, access dates, formulas and input references. 1. **Workato**[Work Automation Index 2024 ↗](https://www.workato.com/work-automation-index)Publication date not recorded; see the original source. Accessed September 12, 2026.Selected factual observations paraphrased with attribution. No source report, chart, participant data or proprietary database is redistributed; source rights remain with its producer. ## How to cite this report For a source-reported statistic, credit the original publisher and link to the exact row here when using our compilation. For a modeled result, cite Workspace369 and include the assumptions. Linking to this page does not make us the original producer of third-party data. > Workspace369. (2026-09-12). Workflow Automation Statistics by Business Function. https://workspace369.com/research/workflow-automation-statistics-by-business-function/. 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