Decision intelligence market seen tripling to $39.3 billion by 2031

A new Allied Market Research report projects the decision intelligence market will grow from $9.8 billion in 2021 to $39.3 billion by 2031, driven by wider use of AI, machine learning and big data tools. North America led the market in 2021, while cloud deployment and Asia-Pacific are expected to post the fastest growth.

Why it matters: - Decision intelligence is moving from a niche analytics tool to a core business and government decision-making layer. - The market’s projected rise to $39.3 billion by 2031 signals growing demand for systems that combine data, AI and machine learning to improve decisions, reduce bias and automate routine choices. - Privacy and security concerns could slow adoption, but rapid big data advances may offset some of that drag.

What happened: - Allied Market Research said the global decision intelligence market was valued at $9.8 billion in 2021 and is projected to reach $39.3 billion by 2031. - The report pegs growth at a 15.2% compound annual rate from 2022 to 2031. - The report was published June 11, 2026. - The study includes market estimates, segment trends and regional outlooks for the decision intelligence industry. - The company offered a research report sample and a purchase page.

The details: - Decision intelligence uses data and AI to help organizations decide how to respond to business requirements and problems. - The approach also uses data collection and machine learning modeling to forecast outcomes and support business decision-making. - Businesses use decision intelligence to process and forecast data, gain operational insight and improve results across the organization. - The report says companies are using the technology to improve reliability in day-to-day operations and reduce bias while keeping human judgment in the loop. - Big data technology advances and the rise of machine learning and artificial intelligence are key growth drivers. - Data security and privacy concerns remain a restraint because of information abundance, reliance on decision support systems and wider adoption of decision intelligence. - The report says rapid big data progress should create more actionable business information and new opportunities during the forecast period. - By component, the platform segment led revenue in 2021. - By component, the solution segment is projected to reach $13,476.88 million by 2031 at a 17.0% CAGR. - By deployment mode, on-premise held the largest share in 2021 and is expected to keep that lead through 2031. - On-premise deployment remains attractive because it offers practical options and substantial customization. - By deployment mode, the cloud segment is expected to grow the fastest, at about 16.7% CAGR. - Cloud decision intelligence is gaining use because cloud data warehouses can scale to support many concurrent users. - North America dominated the market in 2021 and is expected to retain the lead through the forecast period. - Asia-Pacific is expected to record the highest growth rate in the coming years. - Europe is also expected to see strong growth during the forecast period. - Key players profiled in the report include Google LLC, Oracle Corporation, Microsoft Corporation, Board International, Metaphacts GmbH, H2O.ai, International Business Machines Corporation, Intel Corporation, Diwo.ai and Clarifai, Inc. - Market players are using product launches, collaborations, joint ventures and acquisitions to expand their presence.

Between the lines: - The report frames decision intelligence as a practical answer to messy data and slower decision cycles, not just another analytics category. - North America’s lead suggests early enterprise adoption, while Asia-Pacific’s growth outlook points to a broader buildout of automation and AI projects. - Government use cases add another growth path, especially where agencies want cleaner data and faster fraud detection. - In August 2022, Quantexa and the U.K. government partnered on a big data and analytics framework for government departments and local authorities. - The framework is meant to help public agencies choose specialist suppliers and improve public sector services. - The U.K. government is also using decision intelligence to track fraud and recover taxpayer money. - The COVID-19 pandemic accelerated adoption as many organizations shifted to intelligence software to monitor workflows and make remote decisions.

What’s next: - The on-premise segment is expected to stay the largest through 2031, but cloud deployment should capture more growth. - Asia-Pacific and Europe are positioned for faster expansion as enterprises increase AI and automation investments. - Government adoption and fraud-prevention use cases may provide additional demand beyond private-sector analytics. - The market’s next phase will likely hinge on whether vendors can balance automation gains with security and privacy concerns.