Technology Benchmarks
Context for technology spend and portfolio decisions.
Benchmarks provide a reference point for decisions — not a verdict. TekLedger surfaces relevant benchmark data with the source, effective period, and applicability disclosed so you can calibrate how much weight each comparison warrants.
What benchmarks support
Representative executive questions
Are we spending more or less on technology than comparable organizations?
Is our spending across infrastructure, applications, and labor in line with the industry?
Where is our allocation most different from peer companies?
Is this budget request consistent with what similar organizations spend on this capability?
What should our technology budget look like given our size, industry, and complexity?
Benchmark governance
What is disclosed for every benchmark comparison
Benchmarks are only useful when you understand their origin and limitations. TekLedger documents the following for every benchmark used in a brief.
Benchmark source category
Benchmarks used in TekLedger briefs come from two sources: data provided by the customer for their own comparison purposes, or publicly available industry data used in accordance with applicable fair use principles. Specific source mappings and normalization methods are not published publicly.
Publication date and effective period
The date the benchmark data was published and the period it represents. Benchmarks lag market conditions. TekLedger notes when a comparison reflects data that may be one or more years old.
Industry and company-size applicability
The sectors, revenue bands, and organizational sizes for which the benchmark is considered applicable. Comparisons outside the applicable range are flagged.
Geographic applicability
Whether the benchmark reflects global, regional, or country-specific data. Cross-geography comparisons are noted where they may affect interpretation.
TekLedger interpretation
How TekLedger maps your data to the benchmark category. The mapping logic is described in plain language. Specific normalization formulas are not published.
Confidence and data-quality status
Whether the comparison is based on complete source fields, estimated data, or data that has been flagged as incomplete. Each benchmark comparison carries a data-quality indicator.
Limitations
What benchmarks cannot tell you
A benchmark comparison does not determine whether your spend level is correct. It provides context. The appropriate level of investment depends on your strategy, risk posture, and operating model.
Benchmarks reflect historical survey data. Market rates for technology services, software, and labor change. A comparison against data that is two years old may not reflect current conditions.
Benchmark categories are not always directly comparable to how your organization classifies spend. TekLedger documents the mapping, but some variance in any comparison reflects classification differences rather than actual overspend or underspend.
Benchmark data is customer-provided or sourced from publicly available industry data used under applicable fair use principles. Sources and their effective periods are disclosed in each brief.