RESEARCH AND CITATIONS
EVERY CLAIM. EVERY SOURCE.
Every statistic published on the VOLTRYX platform is sourced from verifiable, independent research. We do not publish estimates or assumptions. Where data is contested or context-specific, we flag it clearly.
Last updated: March 2026. If you identify an error or have a more accurate source, contact us at hello@voltryx.ai
OPERATIONAL WASTE
Companies waste up to 30% of operational costs due to inefficiencies including labor-intensive tasks and suboptimal workflows.
Organization
McKinsey and Company, cited by Addverb Technologies
Publication
True Cost of Not Automating Your Warehouse
Year
2024
Note: Original research is warehouse-specific. The 30% figure is broadly cited across operational contexts.
Download PDF ReportKNOWLEDGE WORKER PRODUCTIVITY
The average knowledge worker spends 1.8 hours per day — approximately 9.3 hours per week — searching for information and recreating existing work.
Organization
McKinsey Global Institute
Publication
Knowledge Worker Productivity Research
Year
2023–2024
Note: IDC cites a higher figure of 2.5 hours per day. The 1.8 hour figure is the conservative McKinsey estimate.
View Research SummaryCONSULTING ENGAGEMENT COSTS
McKinsey senior partners bill at $1,193.57 per hour based on 2024 GSA federal rates. A standard 7-month project can reach $2.85 million in total fees.
Organization
Slideworks, citing US General Services Administration Federal Rates
Publication
Management Consulting Fees: How McKinsey Prices Projects
Year
2024
BI TOOL LIMITATIONS
Traditional BI tools suffer from low adoption — approximately 30% of employees use them consistently. Persistent constraints include poor data quality and inability to generate operational fixes.
Organization
Gartner
Publication
Magic Quadrant for Analytics and Business Intelligence Platforms
Year
2023
EMPLOYEE TURNOVER COSTS
Employee turnover costs an average of 33% of an employee's base salary. For technical roles this reaches 100–150%. For executives, up to 213% of annual salary.
Organization
SHRM and Center for American Progress
Publication
Why Turnover Is Costing Your Business More
Year
2025
UNUSED SAAS SPEND
Organizations overspend by 25% on SaaS due to unused license entitlements. Average industry waste reached $18 million per organization in 2023.
Organization
Gartner and Zylo
Publication
SaaS License Wastage Report
Year
2024
ROI OF OPERATIONAL AI
Mature AI-driven operational improvements deliver a 4.3 to 1 return on investment over three years. IDC documents 42% reduction in manual effort through AI-driven operations.
Organization
Deloitte and IDC
Publication
ROI of AI: How to Measure Business Value of AI Investments
Year
2025