Success Story
Avoiding $3M in Regulatory Risk with AI in Investment Management
One of the world's largest investment management firms partnered with Ashling to replace a fully manual compliance training process with a conversational AI agent built on UiPath. The result: HR teams can now manage mandatory training enrollments in seconds, every action is audit-ready, and the firm has eliminated the operational conditions that generate seven-figure regulatory penalties.
3
in annual regulatory risk mitigation
The Stakes in Regulated Workforce Compliance
Behind every dollar in assets under management is a workforce that must stay trained, certified, and compliant. For registered investment advisers, mandatory training is a regulatory requirement. A single gap like a missed enrolment, an undocumented scheduling change, or an incomplete audit trail creates compliance exposure that can escalate into seven-figure fines.
And most of those gaps stem from scale — employee headcount grows, training requirements expand, and audit scrutiny increases faster than the process can be managed safely.
GUIDE
The Ultimate Guide toMeasuring Agentic AI Success
A practical guide for business leaders who want to move beyond cost savings and build a measurement framework worthy of transformative technology.
The Challenge: A Manual Process Built for a Smaller Program
This firm's HR team was managing its entire mandatory training program by hand. Every week, dozens of hours were spent across five core activities:
- Grouping employees into training cohorts
- Onboarding new hires into the compliance program
- Scheduling mandatory training sessions
- Reporting on enrollment and completion status
- Compiling audit documentation for regulators
Each step depended on one individual executing the right action at the right time, with no system to validate inputs or catch errors before they became compliance findings. The process was fragile — and the firm knew it.
A single scheduling task took roughly one minute to complete — but with no validation in the process, errors weren't caught at the source. Each issue that surfaced required an average of ten hours to investigate and resolve. And when regulators came calling, audit review ran approximately 7.5 minutes per transaction. At volume, that math compounds fast.
The Solution: A Conversational Agent for Audience Management
Ashling built a conversational agent and automation solution that replaces manual execution with a natural language chatbot interface — governed end-to-end by the firm's existing compliance policies.
HR teams interact in plain language. The system handles routing, validation, and logging automatically. The MVP focused on scheduling; the capability that anchors every other dimension of audience management. Through the chatbot, HR staff can now:
- Create training enrollments for individuals or groups
- View the current schedule on demand
- Update enrollments when plans change
- Cancel sessions with full audit documentation
Before any action executes, the agent validates the request against enrolment and unenrolment policies — then surfaces a plain-language summary for human review and confirmation, ensuring every change is logged, accurate, and compliant.
The integration layer also introduced something the manual process never had: validation of Group and Course names and IDs at the point of scheduling. Previously, invalid entries weren't caught until an investigation was already underway. Now they're blocked before they execute.
This deployment marks the firm's first UiPath-powered conversational agent — and its implications extend well beyond scheduling. The MVP establishes a new automation standard for the enterprise and a direct path to expanding the agent across onboarding, reporting, and full audit management. It also opens the door to broader AI-enablement across the program, including Agents, Maestro, API Workflows, Integration Services, and AI Governance — capabilities the firm is now positioned to adopt at scale.
The Business Impact
$1.5–$3M in annual regulatory risk mitigation through avoidance of potential compliance fines. Beyond risk avoidance, the solution returns dozens of hours per week to HR teams that were previously absorbed by manual scheduling, status tracking, and audit preparation — hours that can now go toward higher-value work.
Early adopters within the firm have responded with strong enthusiasm, citing the ease of the natural language interface and the confidence that every action is policy-compliant by design.
Technology