As banks look to minimize loan losses and strengthen credit portfolio health, advances in AI, data analytics, and automation are transforming early-warning monitoring and debt recovery. Banks are increasingly exploring predictive AI, advanced analytics, generative AI, and AI agents to identify early signs of default, optimize collections strategies, and improve borrower engagement

Newgen has been recognised as a Representative Vendor in the Gartner® The Next Wave of AI-Driven Collections & Early Default Warning Solutions alongside other technology providers in the market.

Built on the NewgenONE Platform, Newgen helps financial institutions orchestrate intelligent lending and collections operations by bringing together content, processes, data, AI, and automation. This enables banks to strengthen early-warning capabilities, automate critical workflows, improve decision-making, and drive more proactive and effective collections.

Why We Feel You Should Read the Report?

  • Explore how AI and advanced analytics are transforming early-warning monitoring and debt recovery.
  • Understand how predictive AI and diverse data sources can help identify early signs of borrower distress and default.
  • Discover how GenAI, sentiment analysis, and AI agents can improve collections strategies and borrower outreach.
  • Evaluate key capabilities and emerging technologies shaping the future of early-warning and collections solutions.

Access the Report

Access Gartner® The Next Wave of AI-Driven Collections & Early Default Warning Solutions to understand the technologies, capabilities, and emerging approaches helping banks modernize early-warning monitoring and collections.

Gartner, The Next Wave of AI-Driven Collections & Early Default Warning Solutions, Derek Frost, Sudarshana Bhattacharya, Lachezar Manasiev, 1 September 2026.

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