Grant Application Workflow Benchmarks
This dataset provides granular benchmarks for each stage of nonprofit grant application workflows, including process durations, resource allocation, and digitalization levels. It enables organizations to pinpoint bottlenecks, compare operational efficiency across programs, and drive digital transformation initiatives for improved grant management.
Sample rows
preview · 8 of 60 rows · all 15 columns| benchmark_idstring | workflow_stagestring | stage_orderinteger | bottleneck_flagboolean | program_namestring | organization_namestring | average_duration_daysfloat | median_duration_daysfloat | min_duration_daysfloat | max_duration_daysfloat | resource_typestring | average_staff_countfloat | digitalization_levelstring | last_updateddatetime | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BMK-20240101-001 | Application Submission | 1 | false | Community Wellness Grant | Hope Foundation | 3.2 | 3 | 1 | 5 | Staff | 1.5 | Partially Digital | 2024-04-17T10:08:00 | Online forms reduce paperwork delays. |
| BMK-20240101-002 | Eligibility Screening | 2 | true | Neighborhood Improvement Grant | Urban Renewal Initiative | 6.1 | 6 | 4 | 8 | Staff | 2 | Manual | 2024-04-16T14:21:00 | Manual review is a bottleneck due to volume. |
| BMK-20240101-003 | Initial Review | 2 | false | Early Education Support | Global Children’s Alliance | 4.8 | 5 | 2 | 8 | Volunteer | 1 | Manual | 2024-03-22T09:15:00 | Volunteers handle most reviews. |
| BMK-20240101-004 | Final Approval | 4 | true | Food Security Grant | Rural Action Society | 7.2 | 7 | 5 | 12 | Staff | 2.7 | Partially Digital | 2024-04-11T17:32:00 | Board meets biweekly to approve. |
| BMK-20240101-005 | Budget Review | 3 | false | Sustainability Grant | Green City Project | 2.3 | 2 | 1 | 4 | Staff | 1.2 | Fully Digital | 2024-04-10T11:05:00 | Automated budget validation. |
| BMK-20240101-006 | Application Submission | 1 | false | Youth Leadership Grant | Hope Foundation | 2 | 2 | 1 | 2.5 | Automated System | 0 | Fully Digital | 2024-04-15T09:45:00 | Submission portal available 24/7. |
| BMK-20240101-007 | Initial Review | 2 | false | Community Arts Grant | Urban Renewal Initiative | 5.5 | 5 | 3 | 7 | Mixed | 2.5 | Partially Digital | 2024-04-12T13:30:00 | Combination of staff and volunteers. |
| BMK-20240101-008 | Final Approval | 4 | true | Early Education Support | Global Children’s Alliance | 9.6 | 9 | 7 | 14 | Staff | 3 | Manual | 2024-04-09T18:10:00 | Approval delayed by committee scheduling. |
| BMK-20240101-009 | Eligibility Screening | 2 | false | Agricultural Grant | Rural Action Society | 4.1 | 4 | 2 | 6.5 | Staff | 1.8 | Partially Digital | 2024-04-05T16:47:00 | Hybrid process, part manual. |
| BMK-20240101-010 | Application Submission | 1 | false | Climate Action Grant | Green City Project | 2.7 | 2.5 | 1.2 | 4 | Automated System | 0 | Fully Digital | 2024-04-14T08:20:00 | Digital submission streamlined. |
| BMK-20240101-011 | Final Approval | 4 | true | Neighborhood Improvement Grant | Urban Renewal Initiative | 8.8 | 8 | 6.5 | 11 | Staff | 3.2 | Manual | 2024-04-13T19:30:00 | Manual approval creates delays. |
| BMK-20240101-012 | Eligibility Screening | 2 | false | Community Wellness Grant | Hope Foundation | 5.4 | 5 | 3.5 | 7 | Staff | 1.7 | Partially Digital | 2024-04-07T15:12:00 | Streamlined with partial automation. |
| BMK-20240101-013 | Budget Review | 3 | false | Nutrition Outreach Grant | Global Children’s Alliance | 3.5 | 3 | 2 | 6 | Staff | 1.3 | Fully Digital | 2024-04-08T12:00:00 | Automated budget checks. |
| BMK-20240101-014 | Initial Review | 2 | true | Food Security Grant | Rural Action Society | 6.7 | 7 | 4 | 10 | Staff | 2 | Manual | 2024-04-03T11:11:00 | High volume causes delays. |
| BMK-20240101-015 | Final Approval | 4 | true | Sustainability Grant | Green City Project | 9.1 | 9 | 7.5 | 13 | Staff | 2.9 | Partially Digital | 2024-04-06T17:50:00 | Board meets monthly. |
| BMK-20240101-016 | Eligibility Screening | 2 | false | Youth Leadership Grant | Hope Foundation | 4.3 | 4 | 2 | 5.5 | Staff | 1.2 | Partially Digital | 2024-04-04T08:00:00 | Quick eligibility checks. |
| BMK-20240101-017 | Final Approval | 4 | true | Community Arts Grant | Urban Renewal Initiative | 10.4 | 11 | 8 | 15 | Staff | 3.5 | Manual | 2024-04-02T18:22:00 | Approval committee meets infrequently. |
| BMK-20240101-018 | Initial Review | 2 | false | Nutrition Outreach Grant | Global Children’s Alliance | 3.9 | 4 | 2 | 6 | Volunteer | 0.8 | Manual | 2024-04-01T10:30:00 | Mostly handled by volunteers. |
| BMK-20240101-019 | Budget Review | 3 | false | Agricultural Grant | Rural Action Society | 2.6 | 2.5 | 1 | 3.5 | Staff | 1 | Partially Digital | 2024-03-30T12:45:00 | Budget review is streamlined. |
| BMK-20240101-020 | Eligibility Screening | 2 | true | Climate Action Grant | Green City Project | 5.9 | 6 | 4 | 8 | Staff | 2.2 | Partially Digital | 2024-03-28T14:50:00 | Manual checks slow the process. |
What the 60 rows show
from the 60-row sampleApplication Submission (workflow stage) stands out: mean stage_
- 38%bottleneck_
flag = true - 3median stage_
order - 3digitalization levels
- 4resource types
- 11organization names
- 5.1median average_
duration_ days
Median 3, from 1 to 5.
- string 7
- integer 1
- float 5
- datetime 1
- boolean 1
Columns
15 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 7 columns | |||
benchmark_id | string | Unique identifier for each workflow benchmark recordunique | BMK-20240101-001 |
organization_name | string | Name of the nonprofit or public sector organization11 names | Hope Foundation |
program_name | string | Name of the grant program or initiative | Community Wellness Grant |
workflow_stage | string | Specific stage in the grant application workflow (e.g., Application Submission, Initial Review, Final Approval)6 stages | Application Submission |
resource_type | string | Type of resource primarily involved in this stage (e.g., Staff, Volunteer, Automated System)Staff · Volunteer · Automated System · Mixed · Other · optional | Staff |
digitalization_level | string | Level of digitalization in this workflow stage (e.g., Manual, Partially Digital, Fully Digital)Manual · Partially Digital · Fully Digital · optional | Partially Digital |
notes | string | Additional notes or comments regarding this workflow stage or benchmarkoptional | Automated budget checks. |
| Numbers 6 columns | |||
stage_order | integer | Order of the workflow stage within the overall process (e.g., 1 for first stage)1 or more | 1 |
average_duration_days | float | Average time taken to complete this workflow stage, measured in days0 or more | 3.2 |
median_duration_days | float | Median time taken to complete this workflow stage, measured in days0 or more · optional | 3 |
min_duration_days | float | Minimum time taken to complete this workflow stage, measured in days0 or more · optional | 1 |
max_duration_days | float | Maximum time taken to complete this workflow stage, measured in days0 or more · optional | 5 |
average_staff_count | float | Average number of staff or personnel involved in this workflow stage0 or more · optional | 1.5 |
| Dates and times 1 column | |||
last_updated | datetime | Timestamp of the last update to this benchmark record | 2024-04-17T10:08:00 |
| True or false 1 column | |||
bottleneck_flag | boolean | Indicates whether this stage is identified as a bottleneck in the workflow | false |
Use it for
A government dashboard
The bottleneck_
flag rate, stage_ order by workflow_ stage and a breakdown of program_ name. Excel, Power BI or Tableau. Why do the 10 Application Submission rows have a mean stage_
order of 1.0? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Benchmarks60BMK-20240101-0011Applicat…BMK-20240101-0022Eligibil…BMK-20240101-0044Final Ap…
A software demo
Believable benchmarks with organization_
name, program_ name and workflow_ stage to fill a screen in front of a buyer.
This dataset60 rows15 columns
Yours1,000 rows15 columns
blueprint · grant-application-workflow-benchmarks
Behind this dataset
Same schema. As many rows as you need.
These 60 rows came out of a blueprint — 15 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
Rules it was built with
- Each record reflects one grant application's workflow cycle.
- Include key stages: submission, review, approval, disbursement.
- Track time (in days) at each workflow stage.
- Flag applications for missing documentation.
- Identify digital versus manual submissions.
- Ensure at least 20% applications are digitally submitted.
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- grant-application-workflow-benchmarks