AI Agent Adoption Success Story

An AI Agent That Directly Drives Revenue

Hundreds and thousands of tenders — analyzed fully automatically, tirelessly, with the same knowledge and judgment.

Revenue

48%increase

Bid accuracy

80%improvement

Construction & SI firms · measured by clients · names withheld under NDA

AI work automation

AI agents carry repetitive work through to the result

Using your company knowledge, they find the work, make the first judgment, and connect it to the next deliverable.

AI agents can automate work like this

  • Information collection
  • Work classification and judgment
  • Data analysis
  • Report generation
  • Document drafting
  • Alerts and follow-up work

AI agent adoption success story Automating notice collection, analysis, and drafting

The flow finds notices, analyzes them against your company criteria, and connects the result to a proposal draft.

1 · Build company knowledge

  1. Automatically classify and connect the structure and relationships in company data.
  2. Read existing systems and documents to reconstruct work rules and processes.
  3. Unify structured databases, unstructured documents, and work records as one knowledge base.
  4. Create company-specific decision criteria that reflect credentials, track record, and work rules.

2 · Execute work automation

  1. Collect notices, requests, and work materials automatically.
  2. Judge fit and priority against your company's criteria.
  3. Analyze related documents and source material in one flow to reduce review time.
  4. Automatically draft reports, proposals, and next actions.

Automation impact measured in real work

In public procurement and proposal work, the flow continues from discovery to the first draft.
ConstructionBid accuracy

Before · Staff manually searched daily construction bids on public procurement sites and relied on personal experience to compare eligibility and track record.

After · The AI automatically collects and filters bids and creates a review draft after analyzing the full source material.

80% higher bid accuracy

We used to choose opportunities by intuition. Now we choose with evidence and focus on the bids we can win.
SI companyRevenue growth

Before · People monitored notices across channels and started every proposal from a blank page, making headcount the ceiling on revenue.

After · An AI that knows the company automatically judges opportunities and expands proposal capacity through batch analysis.

48% revenue growth

The AI agent takes opportunities from discovery through the first draft, while we focus on strategy. We can pursue more business with the same team.

Adoption results from construction and SI companies · measured by customers · names undisclosed under confidentiality agreements

AI for public, defense, and private-sector work

Public teams can assess notices automatically, defense teams can operate securely in air-gapped environments, and private companies can analyze RFPs and prepare proposal drafts faster.

Public

Automatically collect, assess, and prepare proposals for public procurement notices.

Defense

Operate on a fully air-gapped, on-premise environment without sending originals outside.

Private

Enter customer RFPs and requirements to analyze them and create drafts using the same criteria.

See whether your repetitive work can be automated.

We review your documents and workflows to identify practical opportunities and priorities.

Discuss adoption
  • ez2AI-Core — enterprise-domain specialized neural network
  • LG AI Research — Partner
  • Certified by KACI (Korea AI Cloud Industry Association)
  • Selected by MSS as Excellent Manufacturing AI Solution

Simbiz Korea Co., Ltd.

Samsung Urban Tower, 637 Dongtan-daero, Hwaseong-si, Gyeonggi-do

CEO | Gil-Joo Choi

Technical Support | as@simbizkorea.com

Main Email | ez2web@simbizkorea.com

FAX | 031-824-8977

©2025 SIMBIZKOREA. All rights reserved.

Agent Success Stories | SimBizKorea