Horizontal Solution · Employee Service

AI-Assisted HR Case Resolution

Demonstrating how an HCM platform's AI capabilities can reason across connected employee data — not a scripted response — to resolve a payroll question end to end, across three connected applications and three personas.

Vellaris Group (fictional, ~4,500 employees) 3 connected applications AI reasoning grounded in connected employee data

The Challenge

An AI Answer Isn't the Same as an Explainable Resolution

Many HCM demos can show an AI assistant answering a question, but stop short of demonstrating how the answer was reached or what happens next. A prospect evaluating an HR platform wants to see AI reason across payroll history, benefits elections, and policy — and explain the resulting recommendation.

Without that connected resolution story, AI can feel like a standalone chatbot rather than part of an operational HR workflow.

Makyn Transformation

AI-Assisted HR Case Resolution Solution

Makyn built a tailored solution spanning employee self-service, AI-assisted case resolution, and HR operations — with AI reasoning grounded in employee, payroll, benefits, and policy data throughout the journey.

Employee self-service experience with conversational HR assistance

AI-assisted case analysis grounded in employee, payroll, benefits, and policy data

HR specialist workflow with explainable recommendations and resolution support

HR operations visibility with SLA, escalation, and performance management

Connected case state across employee, specialist, and operations experiences

Demo Experience

A Story Pre-Sales Can Tell in Ten Seconds

Employee AI HR Assistant HR Case Agent Assist Resolution HR Operations Employee Update

Business Value

Why This Matters to a Pre-Sales Team

Shows AI reasoning grounded in connected employee and policy data

Gives sellers a defensible answer to "How does the AI know?"

Demonstrates a complete resolution journey instead of a standalone AI interaction

Makes sophisticated AI capabilities understandable to non-technical buyers

Creates a solution that can support repeated sales conversations

See It In Action

Launch the Full Demo Environment

Explore the Employee Portal, HR Agent Console, and HR Operations dashboard exactly as a prospect would see them.

Launch Interactive Demo →

Makyn-built demo environment. Not affiliated with or endorsed by any third-party software platform.

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