Mississippi ITS "Procurii": student-built Bedrock agent for procurement Q&A (proof of concept)

L1 · Assistive Verified · Demo State Government / Public Sector Procurement

Mississippi ITS's AI Innovation Hub and Mississippi State University students built Procurii, an Amazon Bedrock Agent with a Streamlit interface that answers ITS Procurement Services staff questions with citations from official procurement documents; the public repo describes it as a sandbox proof of concept, not production-ready (reported by Mississippi ITS)

Problem

Siloed institutional knowledge, staff retirements and hard-to-navigate procurement documentation led to inconsistent answers (reported by Mississippi ITS)

Workflow

  1. Authorized ITS staff ask a procurement question in natural language
  2. Streamlit front end sends it to an Amazon Bedrock Agent
  3. Agent retrieves relevant procurement documents and generates an answer
  4. Answer is shown with citations for staff to verify

Human-in-the-loop: Advisory answers only; staff verify citations and act themselves.

Tools & stack

Tools

  • Amazon Bedrock Agents
  • Streamlit
  • boto3

Integrations

  • ITS procurement document corpus (sandbox)

Frameworks

None listed

Prerequisites

  • AWS account with Bedrock access
  • Curated procurement document set
  • Staff evaluation of answers

Risks & limitations

Risks

  • Outdated or wrong policy answers
  • Over-reliance before production hardening

Limitations

  • Proof of concept in a sandbox; no usage or accuracy results published
  • Student-built; production plans not stated

Outcomes & evidence

Reported outcomes

No sourced outcomes reported. We only list outcomes with a cited source.

Evidence

Vendors & implementers

Review history

Last reviewed by Research Chief (agent).

  • : Added in batch-12; source fetched 2026-10-16 and key figures confirmed in page text; figures attributed.
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