Agentic AI
for Supply Chain Procurement
See how Softree used Agentic AI, Amazon Bedrock and Nova 2 Sonic to automate procurement, supplier coordination and supply-chain monitoring.
Business Process Challenges
The organization’s procurement teams were spending significant time monitoring inventory and demand, reviewing purchase requirements, coordinating with suppliers, and following up on procurement activities. As supply-chain activity increased, the manual process made it harder to identify shortages early, respond to changing demand, and maintain visibility across suppliers and purchase requirements.
- Manual Inventory & Demand Monitoring
Teams had to continuously review inventory and demand information to identify potential procurement requirements. - Delayed Shortage Identification
Potential stock shortages were difficult to identify early, creating delays in procurement response. - Repetitive Supplier Follow-Ups
Procurement teams spent considerable time communicating with suppliers and following up on availability and purchase requirements. - Time-Consuming Coordination
Procurement activities required significant manual coordination across demand, inventory, suppliers, and purchasing workflows. - Limited Operational Visibility
Teams had limited visibility into supplier status and outstanding purchase requirements, making prioritization more difficult. - Manual Exception Escalation
Procurement exceptions required manual identification and escalation to the appropriate teams. - Slow Access to Procurement Information
Operations teams needed a faster way to access procurement information and investigate supply issues without relying on manual searches.
Our Strategic Approach
Approach
Softree Technology designed an AI Supply Chain Procurement Agent using Amazon Bedrock, Amazon Bedrock AgentCore, and Amazon Nova 2 Sonic to automate procurement intelligence while keeping human teams involved in important decisions. The solution combines demand and inventory monitoring, supplier coordination, procurement workflows, voice interaction, and exception escalation.
- Demand & Inventory Monitoring
The agent monitors demand and inventory signals to identify items that may require replenishment.
It helps procurement teams identify requirements earlier and prioritize potential shortages. - Procurement Requirement Detection
The agent evaluates inventory levels, demand patterns, and supply conditions.
Potential procurement requirements are identified and prioritized automatically. - Supplier Coordination
The agent accesses approved supplier information and checks supplier availability.
It also supports routine supplier communication and follow-up activities. - Voice-Based Procurement Access
Amazon Nova 2 Sonic enables operations teams to interact with procurement information through natural voice conversations.
Teams can ask about replenishment requirements or delayed medical-supply orders without manually searching for the information. - Exception Detection & Escalation
Potential shortages, supplier delays, and unusual procurement conditions are identified by the agent.
Complex or critical exceptions are routed to human teams for review. - Secure Agent Infrastructure
Agent Core provides the runtime, identity, tool connectivity, memory, and observability capabilities required for agent operations.
This supports controlled deployment and operational monitoring of the procurement agent. Agentic AI for Supply Chain Pro… AWS also provides Agent Core observability through CloudWatch for monitoring agent execution and operational metrics.
How we delivered it.
Explore the Solution Through visuals
What changed for the client.
The solution transformed procurement monitoring from a largely manual coordination process into a more proactive and intelligent workflow. Teams gained faster access to procurement information, improved visibility across demand and suppliers, and more efficient coordination of routine procurement activities.
- 40% Reduction in Repetitive Coordination
The solution reported up to 40% reduction in repetitive procurement coordination effort. - 35% Faster Requirement Identification
Inventory and procurement requirements could be identified up to 35% faster. - 30% Fewer Manual Supplier Follow-Ups
Routine supplier follow-up effort was reduced by up to 30%. - 30% Faster Exception Identification
Critical procurement exceptions could be identified up to 30% faster. - Improved Supply-Chain Visibility
Teams gained better visibility across demand, inventory, suppliers, and procurement requirements. - Faster Procurement Escalation
Critical procurement issues could be escalated more quickly to the appropriate human teams. - More Consistent Workflows
Routine procurement activities became more structured and consistent while important decisions remained under human oversight
The numbers behind the rollout.
The full integration layer.
Other engagements worth a look.
Emergency Department Performance Analytics Platform
A Microsoft Fabric and Power BI analytics platform helped a multi-specialty healthcare network reduce emergency department wait times by approximately 34%.
Read case study→
Enterprise Tableau Server Modernization & Cloud Migration
An enterprise organization modernized its multi-site Tableau environment with structured migration, content rationalization, governance, automation, and cloud validation.
Read case study→
Tableau Server to Tableau Cloud Migration
An enterprise organization modernized its Tableau environment by migrating from Tableau Server to Tableau Cloud with improved governance, connectivity, and validation.
Read case study→
Logistics Control Tower for Shipment Exception Management
A Canadian logistics organization uses an AI-powered control tower to monitor shipments, detect exceptions, and coordinate resolution through Agentic AI and RAG.
Read case study→
Employee Knowledge Discovery and Search Assistant
A leading IT services organization improved employee knowledge access with a SharePoint-based AI assistant, reducing manual document search and review effort.
Read case study→
AI-Powered Healthcare Operations Knowledge Assistant
Healthcare knowledge assistant reduces document search time by up to 35% while improving access to approved operational procedures.
Read case study→Frequently asked questions.
Build faster with a reliable offshore engineering partner.
Partner with Softree to accelerate product delivery, modernize enterprise systems, and scale with confidence.
What we offer
Offices
Bengaluru
11th Floor, Prestige Tech Park, Platina 2 · Outer Ring Rd, Kadubeesanahalli · Bengaluru, Karnataka 560087, India
Cuttack
PLOT B6-1628, SECTOR-10, CDA · Cuttack, Odisha 753014 · India
San Francisco
San Francisco, CA 94108 · United States
Got a question, challenge, or idea?
Fill out the form or pick a time on our scheduler.
30-min discovery call
Same Calendly as our booking page · instant invite