Case Study · Enterprise Procurement AI

Large-Scale Enterprise Client Built a Procurement Agentic OS with Lyzr

      AI-powered supplier onboarding
      Agentic sourcing from spend insight to award decision
      Reusable procurement infrastructure across client engagements
    

Try Agent Talk to Us

About the company

A large-scale enterprise client operating procurement across multiple business units, categories, and regions partnered with Lyzr to replace fragmented, manual workflows with a single AI-powered operating layer, built to scale across engagements.

The challenge

The problem statement

Too much time spent coordinating, not executing

Onboarding, risk assessments, and sourcing events all required significant manual effort before any real procurement work could begin.

Every engagement started from scratch

No standardized process, no reusable infrastructure. Workflows and risk models were rebuilt each time, creating inconsistencies that were hard to audit.

Risk due diligence was inconsistent

Different analysts applied different standards. Scoring was subjective, outputs varied, and there was no audit trail.

Spend data couldn't drive action

Dashboards existed, but turning an insight into a live sourcing event required hours of manual work across disconnected systems.

The approach

How Lyzr solved it

Lyzr implemented an agent-driven inbound SDR system that combined structured knowledge, automated decisioning, and human-in-the-loop controls to manage inbound engagement at scale.

Lyzr built a Procurement Agentic OS from the ground up

A single AI-powered platform with a conversational entry point and specialized agents handling the work between steps — configurable per client, category, and region without engineering changes.

Lyzr replaced email-driven onboarding with an intelligent workflow

Buyers initiate requests in plain language. The platform handles duplicate checks, approvals, questionnaire dispatch, and risk routing automatically — with every status tracked end to end.

Lyzr standardized risk and due diligence

A configurable scoring engine applies weighted questionnaires across financial stability, data security, legal compliance, ESG, and operational capability — producing a risk band and routing higher-risk suppliers automatically.

Lyzr connected spend intelligence to sourcing execution

The Market Analyzer surfaces opportunities from invoice and PO data. From there, the platform flows directly into supplier discovery, RFQ creation, bid analysis, and negotiation support — in one connected workflow.

Results

The outcome

Onboarding moved from email chains to a tracked workflow

Every request is now initiated conversationally, automated end to end, and visible at every stage.

Risk assessments became consistent and auditable

Standardized scoring replaced individual judgment, with a full audit trail across every engagement.

Sourcing teams can go from insight to RFQ without switching systems

What used to take hours of manual prep now flows through a single connected workflow.

Procurement knowledge became institutional

Workflows, models, and configurations are versioned in the platform — resilient to team changes and ready to scale.

Security

How Lyzr handled security

Enterprise-grade compliance and governance

Lyzr Agent Platform is SOC2, GDPR, and ISO 27001 compliant, enabling secure deployment across enterprise procurement environments.

Secure enterprise data handling

The platform operates within enterprise-controlled environments with dedicated VPC, IAM least-privilege roles, and optional WAF — ensuring strong governance across all supplier and procurement data.

Reliable AI-assisted workflows

Lyzr's reflection framework reduces hallucinations across AI-assisted workflows. Every agent action is logged and traceable — nothing operates as a black box.

Large-Scale Enterprise Client Built a Procurement Agentic OS with Lyzr

The problem statement