Research Division

Data Tools.

Free tools built on our research benchmarks. Run the numbers on your own organisation — no account required.

Available Tools — click to open
Reporting Cost Estimator

Research shows analysts spend an average of 20 hours per month on manual reporting. Where does your team sit?

Source: McKinsey Global Institute, 2023

How many hours per month does your team spend on reporting?

About This Tool

This estimator uses predefined benchmark data drawn from published industry research. Results are indicative, not prescriptive — intended to surface a data point for reflection, not drive a purchasing decision.

Benchmark SourceMcKinsey GI, IDC Research, Worklytics 2025
Cost MethodologyBLS Dec 2024 loaded hourly rates × 1.3 multiplier
Data ScopeUS knowledge workers, full-time equivalent
Update FrequencyAnnually reviewed
In Development
Coming Soon
Reporting Stack Mapper

Input your current tools — CRM, BI platform, data warehouse — and get a structured gap analysis against common stack patterns for your industry. Identify where your tooling is duplicating effort or missing a layer entirely.