Original BuildOnAuto research

GoHighLevel benchmarks with visible assumptions

Review planning data, methodology and downloadable source files with measured facts kept separate from modeled estimates.

Current research

Implementation workload and QA benchmark

The first BuildOnAuto dataset decomposes common contractor workflows into actions, dependencies, test cases and planning ranges.

Research standard

What every BuildOnAuto benchmark should show

The method and limits should be understandable before anyone relies on the result.

Source and version

Every dataset identifies its source, publication date, version and update path.

Facts and estimates

Observed counts, editorial assumptions and modeled ranges are labeled separately.

Limits and reuse

Exclusions, uncertainty and reuse terms remain visible beside the findings.

See the method applied

Move from a benchmark to implementation evidence

The case study library shows how scope, artifacts and outcome measurement fit together.