Aveni AI Slashes Report Turnaround by 75% for BRI Wealth Management

Independent wealth management firm BRI Wealth Management has achieved a 75% reduction in report turnaround times following the deployment of Aveni’s AI-driven Assist platform. By automating repetitive administrative tasks, the firm has reached near-total adoption across its advice and paraplanning teams, demonstrating how boutique wealth managers can scale operations without sacrificing personalized advice.

What was announced

BRI Wealth Management integrated Aveni Assist into its advice, paraplanning, and administration workflows to streamline the creation of suitability reports and other transactional documentation. The firm began using the tool in 2025 and, following an initial trial, incorporated its full report-writing capabilities in 2026. The platform now supports the entire client journey, from the initial meeting through to the completion of the final suitability report.

The implementation has led to significant operational improvements, particularly for transactional work such as ISA top-ups and pension withdrawals. BRI reports that it has achieved nearly 100% active usage of the tool across the firm. By reducing the time spent on drafting and repetitive administrative work, the paraplanning team has been able to redirect its focus toward higher-value activities. These include developing new frameworks for the firm’s retirement planning approach, conducting technical research, and spending more time on portfolio management.

The firm maintains a strict governance protocol regarding the technology, using it specifically for drafting rather than financial decision-making. Every report generated by the AI is reviewed and personalized by a staff member before being sent to a client, ensuring that the final advice remains a product of human judgment. This "human-in-the-loop" approach allows the firm to maintain its hands-on service model while benefiting from the speed of automated drafting.

"In paraplanning, we enjoy the financial planning and the analysis that goes into finding the right solution for a client. Assist has removed the bottleneck of repetitive work. We can turn reports around faster, and clients receive quicker service as a result."

Bradley Sheridan, Paraplanner Manager at BRI Wealth Management

The companies involved

Aveni is a Scottish-based AI fintech that has rapidly established itself as a specialist provider for the financial services sector. The company focuses on leveraging Large Language Models (LLMs) to solve specific regulatory and administrative challenges, such as compliance monitoring and automated documentation. Aveni has recently gained significant momentum in the UK market, earning a place on the Sunday Times Fast 50 list of Scotland’s fastest-growing businesses and partnering with major financial institutions to deploy its FinLLM technology.

BRI Wealth Management is an independent wealth management firm that provides financial planning and investment services. The firm emphasizes a "hands-on" service model, where long-term client relationships are central to its value proposition. By integrating AI into its paraplanning and administration workflows, BRI is positioning itself as an early adopter of generative technology among boutique wealth managers. Unlike larger consolidated groups, BRI’s move into AI suggests that independent firms are increasingly looking to technology to remain competitive against larger peers who may have greater administrative resources but less agility in adopting new tools.

What FF News has reported before

FF News has tracked Aveni’s expansion across the UK financial landscape, notably when Nationwide Deploys Aveni’s FinLLM to Support AI Transformation to enhance its internal processes. The fintech’s growth trajectory was further highlighted when Aveni Named Among Scotland’s Fastest-Growing Businesses in Sunday Times Fast 50 earlier this year. Beyond operational efficiency, Aveni has also targeted the regulatory space, as seen when Aveni Launches AI-Powered Case-Level Outcome Testing to Transform Compliance Monitoring. Meanwhile, BRI Wealth Management has previously shared insights on the UK savings landscape, with BRI Wealth Management Welcomes Cash ISA Allowance Preservation While Warning of Opportunity Costs, reflecting the firm's focus on tax-efficient planning for its client base.

What this means

The 75% reduction in report turnaround time at BRI Wealth Management provides a concrete benchmark for the efficiency gains AI can offer the wealth management sector. As regulatory burdens like Consumer Duty increase the volume of required documentation, the "bottleneck" of suitability reports has become a primary threat to profitability for independent firms. This deployment highlights a successful "human-in-the-loop" model, where AI handles the drafting while professionals retain the "thinking" and relationship management. It raises a critical question for the industry: as these tools become standard, will the competitive advantage shift from who can produce reports fastest to who can best utilize the freed-up time for complex financial engineering and deeper client engagement?