The Hackett Group, Inc., an ROI-led AI transformation firm, today announced AI World Class enterprise performance benchmarks – a major expansion of its proprietary Hackett Process and Performance Intelligence IP that establishes the definitive standard for measuring, designing and accelerating enterprise transformation initiatives. As AI fundamentally resets the enterprise performance opportunity, organizations must move beyond tactical incremental improvement initiatives toward future-state operating models.
AI World Class benchmarks quantify 75% performance advantage over Hackett industry peer groups through process-led AI transformation.
Benchmarks extend existing Digital World Class process-level methodology across 16 critical end-to-end processes.
Measures cost, full-time equivalent (FTE) requirements, cycle times, and error rates.
Hackett AI XPLR validates true as-is enterprise workflows, automation maturity, and operational dependencies.
Powered by Hackett Solution Language Model (HSLM) and more than 30 years of proprietary benchmarks.
Insights based on benchmarking from 98% of Dow Jones Global Titans and 90% of Fortune 100.
“Organizations must refocus their investment on critical processes that create strategic competitive advantage and measurable business value,” said The Hackett Group Chairman and CEO, Ted A. Fernandez. “AI World Class benchmarks provide the framework and guidance to accurately assess their specific workflows to prioritize high-value opportunities, reduce execution risk and accelerate ROI-led transformation. The new performance gap opportunities are simply too significant to delay and risk being left behind.”
Existing AI projections are often broad, not actionable and disconnected from enterprise operating complexity. AI World Class benchmarks provide detailed, actionable guidance across key end-to-end processes. Hackett AI XPLR further guides their evaluation by identifying AI opportunities and quantifying the impact of AI ROI against validated processes, automation footprints and data sources, to accurately reimagine the business process and design the agentic workflow required.
AI World Class benchmarks reveal that organizations can achieve a 75% performance advantage over Hackett industry peer groups through process-led AI transformation. Companies that delay AI-enabled transformation risk widening structural performance gaps that are expected to become increasingly difficult to overcome.
AI World Class benchmarks are powered by Hackett Process and Performance Intelligence – more than 30 years of proprietary benchmarks, process data and transformation expertise – and strengthened by Hackett AI XPLR's ability to validate true “as-is” enterprise workflows, automation maturity and operational dependencies before AI design and deployment. Using the HSLM, this foundation transforms validated enterprise context into more precise, executable and ROI-driven AI performance standards.
“AI is not technology-first – it is process-first, automation-specific design and orchestration,” added Fernandez. “Organizations that fail to ground AI transformation in company-specific enterprise processes and existing automation footprints will struggle to capture sustainable and measurable value.”
AI World Class benchmarks are available exclusively through The Hackett Group.
The Hackett Group, Inc. is an ROI-led, AI enterprise transformation firm that helps clients enable AI world-class performance. Its experts and engineers leverage proprietary AI delivery platforms – Hackett AI XPLR, ZBrain, XT, AIXelerator and AskHackett – to accelerate and enhance the delivery of the company's solutions and services. The AI platforms are powered by the company's domain-specific Hackett Solution Language Model informed by Hackett Process and Performance Intelligence – including Digital World Class benchmark metrics, best practice process flows and service delivery model solution frameworks, which accelerate and enhance the delivery of its services. The Hackett Group's proprietary insights are based on benchmarking results from leading global organizations, including 98% of Dow Jones Global Titans, 97% of the Dow Jones Industrials and 90% of the Fortune 100.
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