The Technology
Behind GroupHug

AI-native operating system for employee wellbeing.
Powered by AI agents that identify employee needs,
match the right support, and optimize
wellbeing resources.

Tailored support ANON
Anonymous employee top need · no ID NEED High
MATCHED SUPPORT
1:1 session
Resilience program
grouphug · allocation-engine LIVE
SIGNALS · STREAMING
Assessments
Service utilization
Content engagement
Employee feedback
Participation
Policies & priorities
Decision layer
ranking by need
adaptive · v3
#1 need ↑↑ · engagement ↓ · trend ●●●●● ✦ Matched
2 need ↑ · engagement → · trend ●●●○○ queued
3 need → · engagement ↑ · trend ●●○○○ queued
4 need ↓ · engagement → · trend ●○○○○ queued
signals → score → rank → match anonymized · no personal data

Autonomous Decision Layer

At the core of GroupHug is an autonomous decision layer that processes behavioral,
engagement, feedback, and utilization signals across the employee journey.
The system learns from outcomes and improves future allocation decisions.

Wellbeing
Assessments
Service
Utilization
Content
Engagement
Employee
Feedback
Program
Participation
Policies &
Priorities

Continuous Optimization

Using AI agents, GroupHug learns from every interaction
and improves future allocation decisions.

grouphug · budget-allocation LIVE
Budget allocation
optimizing constrained resources
EFFICIENCY · CYCLES
ALLOCATED THIS CYCLE
248,500 100% committed
Mental 34%
Resilience 22%
Career 18%
Financial
Sports
↑ budget shifted toward highest-value support this cycle
ALLOCATION · BY VALUE
Mental support ↑ +6%
Resilience → 0%
Career growth → 0%
Financial ↓ -3%
Sports & fitness ↓ -3%
NEXT-CYCLE FORECAST model updating
learns every cycle · allocation efficiency ↑ anonymized · no personal data

Identify Emerging Needs

Spot demand early and respond before needs become harder to support.

Prioritize Limited Resources

Direct budget toward the interventions most likely to create value.

Expand Employee Reach

Improve budget efficiency while extending access to relevant support.

GroupHug

Organizations define policies, priorities, and budgets.
GroupHug allocates resources where they can
create the greatest impact.

Privacy by Design

Organizations need visibility while employees need privacy. GroupHug separates
organizational decision-making from personal employee data, enabling measurable
outcomes without exposing individual journeys.

Separated Decision-Making

Organizational allocation is separated from sensitive personal employee data, allowing intelligent support without exposing intimate issues to employers or forcing employees to trade trust for access.

Aggregated Visibility

Employers receive aggregated insights and measurable outcomes that show what is working at the organizational level, where needs are emerging, and how budgets are translating into support.

Employee Control

Employees retain control over their personal journey, enabling trust while the system optimizes support at scale and keeps the employee experience personal.

Built for Scale

Built for organizations of every size, supporting internal providers,
external partners, or both through a single operating model.

Multi-country deployments

Multi-country deployments

Support global organizations with adaptable operating models across regions, languages, policies, and employee populations.

Multi-provider ecosystems

Multi-provider ecosystems

Operate through GroupHug, external providers, or a combined model without forcing the organization into a single vendor structure.

Flexible support and budgets

Flexible support & budgets

Match resources and budgets to the organization’s structure, needs, and highest-value support areas as priorities change.

Enterprise security

Enterprise security

Built with security and compliance expectations in mind, so enterprise teams can scale support without compromising governance.

From Static Benefits To
Autonomous Support.

From programs to systems. From spending to continuous optimization.

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