Fraud losses surge with AI-enhanced techniques bypassing traditional controls
Reported fraud losses in India surged nearly fourfold between FY24 and FY26, with criminals increasingly using AI-generated deepfakes and phishing emails to bypass traditional financial controls. Finance leaders warn that AI-enhanced fraud techniques now defeat conventional detection methods, prompting organizations to adopt machine learning and behavioral analytics.
What happened
In India, reported fraud value rose nearly fourfold from Rs 12,230 crore in FY24 to Rs 48,021 crore in FY26, with fewer but larger cases, according to Experian's analysis of RBI data.
Fraudsters increasingly use AI technology to create convincing phishing emails and deepfake videos of executives to bypass traditional fraud detection controls.
A finance employee was deceived by an AI-generated deepfake video appearing to show the CEO, leading to an unauthorized wire transfer.
Reported impact
Finance organizations relying on traditional controls such as email scrutiny and visual confirmation of identity now face increased vulnerability to AI-enhanced fraud.
The shift from numerous small fraud cases to fewer but larger ones suggests organized criminal networks using advanced technology.
Index analysis
AI-generated phishing emails now exhibit casual tone, contextual appropriateness, and correct grammar, eliminating traditional warning signs that made fraudulent communications easy to identify.
Deepfake technology has advanced to the point where video and audio impersonation is nearly indistinguishable from authentic recordings, and this progression from obviously fake to convincing occurred within months.
Governance controls
Lenders are adopting machine-learning-based fraud solutions and application-level analytics to identify fraud earlier, with 58% of organizations using such systems reporting improved detection ability.
Finance leaders are advised to shift from assuming trust as default to operating on the assumption that trust will be tested.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.