Cyb-D Solutions Pvt. Ltd. is a Chennai based Cyber security firm. This firm was hired by AB Bank after regulators flagged compliance gaps. During the audit, the bank faced insider fraud, were manipulation of online banki

Cyb-D Solutions Pvt. Ltd. is a Chennai based Cyber security firm. This firm was hired by AB Bank after regulators flagged compliance gaps. During the audit, the bank faced insider fraud, were manipulation of online banking records was detected. Cyb-D collected logs and e-mails, but in court, the defence challenged the forensic preservation methods. Regulator also objected to AB bank's merged IT and cyber security policy. According to this policy, RBI mandates a separate cyber security framework. Cyb-D drafted a new cyber security policy covering incident response. VAPT, encryption and data protection, while keeping IT operations distinct. Later, AB Bank's lawyers wanted to use legal analytics tool to predict the outcome of customer disputes. While these tools gave useful insights, concerns about privacy and admissibility in court were raised. Cyb-D solved this by anonymizing data, taking consent and following the IT and data protection bill. In another fraud case, Cyb-D did forensic imaging of employee laptops but the defence argued that missing hash values and time stamps weakened the chain of custody. Cyb-D responded by maintaining proper custody logs and using standard forensic methods. Finally, Cyb-D VAPT testing found serious weaknesses in the bank's mobile app. Manager delayed fixing them and hackers later exploited these flaws causing a customer data breach. The bank was sued for negligence. To prevent this in future, Cyb-D setup a risk escalation system, having strict timelines for fixing issues and a high-level committee. In the light of the above case scenario, answer the following questions: Today, many advanced level analytics tools are available. How do these legal analytics tool assist AB Bank lawyers in making risk-based litigation decision?