Intelligent Referral

Turn every employee into a strategic sourcer

The Problem

Referral programs rely on blast emails that most employees ignore. The best referrers are not activated, and employees cannot easily match friends to the right roles.

The Solution

AI that identifies which employees are most likely to know strong candidates for each role and makes referring effortless with smart matching.

Mapping employee network signals Knowledge Graph
Matching networks to open roles Retrieval & Embedding
Scoring referral likelihood Intelligent Tools
Generating personalized asks Personalization Engine
Launching referral campaigns Business Logic Engine
Intelligent Referral Agent Interactive Demo
ACTIVE
Workforce Context Engine
Knowledge Graph

2.4M skill nodes and 18.7M relationships mapping people, jobs, and skills across your organization.

Retrieval & Embedding

Vector-based semantic search finds the right people through meaning, not keywords.

Intelligent Tools

14 specialized tools for matching, predicting, and acting on workforce data.

Personalization Engine

Connects people to roles, learning, and mentors based on skills and goals.

Business Logic Engine

Policy enforcement, approval workflows, and audit trails for every AI action.

Measurable Impact

35% Referral program participation
30% Hires from referrals
2.1x Higher retention for referral hires
FAQ

Common questions

How does the agent know which employees have relevant connections?

It analyzes employee skill profiles, career histories, and professional networks to identify who is likely to know people qualified for open roles. It proactively suggests specific referral opportunities.

Does the employee have to share their contact list?

No. The agent suggests referral opportunities based on role proximity and professional overlap. The employee decides whether to make the referral. No contact data is accessed without consent.

What makes agent-powered referrals better than a referral portal?

Traditional referral programs require employees to check a job board and think of someone. The agent flips this – it comes to the employee in Slack or Teams with a specific suggestion and a one-click referral flow.

How does it track referral outcomes and bonuses?

The agent tracks the full lifecycle – referral submitted, candidate screened, interviewed, hired. Bonus eligibility and payout are managed through your existing referral program policies.

What is the typical increase in referral volume?

Organizations using proactive referral agents see 3-4x more referrals than traditional programs because the friction of discovering and submitting referrals is eliminated.

Your best talent pipeline is already on payroll

AI that activates the right employees with the right referral asks at the right time.