Case Study · AI Resource Optimization

SNS Global

      Smarter Resourcing
      Fairer Workloads
      Proactive Planning
    

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About the company

SNS Global, a technology solutions provider, faced growing inefficiencies in managing resources across projects. Manual allocation processes, fragmented data, and limited foresight were slowing down productivity and creating uneven workloads for teams and leadership.

The challenge

The problem statement

Inefficient resource allocation

Assigning people to projects involved manual effort across multiple systems, leading to mismatches, delays, and missed opportunities.

Workload imbalances

Critical tasks often overloaded certain employees, while others were underutilized, reducing overall team effectiveness and morale.

Limited planning foresight

Leaders lacked the ability to simulate scenarios or forecast risks, leaving skill gaps and project issues unnoticed until it was too late.

The approach

How Lyzr solved it

Lyzr built a multi-agent system where each agent specialized in query parsing, workload balancing, skill optimization, and scenario planning. This ensured smarter, faster, and fairer allocation decisions.

From Query to Action

Managers could ask natural language queries like “Which senior developers are available for Project X next month?” and receive structured, actionable recommendations instantly eliminating the need for spreadsheets or manual checks.

Integrated Allocation & Balancing

Allocation and balancing were combined into a single system, ensuring staffing decisions considered both immediate project fit and long-term workforce development.

Scenario Planning & Risk Mitigation

Leaders could simulate project scenarios, test different allocations, and flag risks early, enabling proactive planning rather than last-minute fixes.

Security & Compliance Built-In

Deployed on AWS with DocumentDB, the system adhered to SOC2, GDPR, and ISO 27001 standards. Lyzr’s Reflection Module added safeguards to minimize hallucinations in sensitive workflows.

Results

The outcome

Smarter resourcing

Automated allocation matched skills, availability, and preferences, reducing mismatches and delays.

Fairer Workloads

Redistribution suggestions created healthier utilization across teams, improving productivity and morale.

Proactive Planning

Scenario simulations and skill gap detection prepared teams for upcoming projects with fewer last-minute adjustments.

Security

How Lyzr handled security

Data Residency

The data resides within the customer's own cloud, ensuring 100% ownership and adherence to data residency requirements.

Compliance

Lyzr Agent Platform is SOC2, GDPR, and ISO 27001 compliant, ensuring enterprises can run their critical workloads safely.

Reflection

Lyzr's reflection module reduces the chances of hallucination. This feature is enabled in most critical applications for higher accuracy.

SNS Global