Aveni Detect is an AI-powered conversation analytics and Quality Assurance (QA) automation platform designed for regulated industries, particularly within financial services. It uses Natural Language Processing (NLP) models trained on financial services data to analyse 100 percent of customer interactions across calls, video meetings, and digital channels. This allows firms to move beyond random call sampling toward full coverage, helping them better monitor compliance, assess performance, and understand customer experience at scale. The platform is used by QA teams, compliance officers, risk managers, customer experience leads, and operational heads in contact centers and advice-based environments. It supports a wide range of use cases, including automated QA assessment, early detection of customer vulnerability, identification of complaints and conduct risk, and targeted performance coaching. Aveni Detect is aligned with regulatory frameworks such as the UK Financial Conduct Authority’s FG21/1 vulnerability guidance, allowing organisations to embed compliance monitoring into their workflows in a systematic and auditable way. One of Aveni Detect’s core capabilities is the automation of QA workflows. It applies firm-specific QA forms and risk frameworks to evaluate each customer interaction, reducing the need for manual reviews and enabling assessors to focus on the most complex or high-risk cases. Calls are automatically triaged and scored for risk, vulnerability, dissatisfaction, and other key indicators, which significantly speeds up the review process and improves consistency. In addition to risk and compliance, the platform supports performance management through conversational analytics. It tracks behavioural patterns in adviser speech, such as use of filler words, speaking clarity, interruption frequency, and customer engagement signals. This data is used to surface meaningful coaching opportunities, allowing supervisors to deliver more focused feedback and support adviser development. Aveni Detect integrates with leading contact center and CRM platforms, including Genesys, for seamless access to customer interactions and metadata. It is designed for rapid deployment and can be tailored to reflect each organisation’s processes, terminology, and regulatory obligations. Overall, Aveni Detect provides financial services firms with a scalable, accurate, and cost-effective way to meet compliance requirements, manage risk, and improve adviser performance by leveraging insights from every customer interaction.