Beyond the PoC: we design, build and run AI agents that work in live operations.Multi-agent teams use your ERP, email and databases through MCP, with people approving the key calls.They run on on-premise LLMs inside air-gapped networks, with permission filters, PII masking and audit logs.Agents autoscale with load and pick up work when a node fails. Both techniques are patent-pending.
National Agricultural Products Quality Management ServicePublic
Konyang University HospitalHealthcare
Algerian Customs (DGD) · CUPIAe-Customs
Korea Institute of Science and Technology Information (KISTI)Research
National Tax ServicePublic
Samsung ElectronicsIT & Electronics
Hyundai TransysAutomotive
EcoProBatteries
National Cancer CenterHealthcare
Korea Fair Trade CommissionPublic
National Research FoundationResearch
Gwangju TechnoparkPublic
Armed Forces Medical CommandDefense
National Agricultural Products Quality Management ServicePublic
Konyang University HospitalHealthcare
Algerian Customs (DGD) · CUPIAe-Customs
Korea Institute of Science and Technology Information (KISTI)Research
Why CodeBailey
AI agents that work on your data — knowledge that grounds every answer, agents that finish the work
Today
Bring in AI while your data stays scattered across ERP, documents and mail, and the answers stay vague — people still end up searching and double-checking.
ERPDocsMail
CodeBailey
CodeBailey gathers that data, turns it into knowledge, and builds agents that operate your systems on top of it.
Collect
Knowledge
Agents
How we build
From collection to agents, one pipeline.
We design one continuous flow: gather data scattered across ERP, databases, documents, web and mail, read it, turn it into knowledge, and let agents finish the work inside your systems.
Accuracy and security, proven in formulas and numbers.
Hybrid search, source citations and RAGAS evaluation make every answer checkable, while permission filters and audit logs come standard, even on separated networks.
Core systems for government, industry and research.
More than 20 projects for clients including the National Tax Service, Samsung Electronics and KISTI, every one of them completed within its contract period.
NTS · NTIS
Overseas e-government
On-time delivery
Projects delivered
20+
In-house AI products
17
Fields
5
Delivered on schedule
100%
National Tax ServicePublicNext-generation National Tax Integrated System (NTIS) operations & maintenance
Samsung ElectronicsHealthcareKorea PHR cloud data interface, build & operate
KISTIAIResearch-automation AI agent toolkit · LLMOps for KONI LLM and RAG
National Research FoundationPublicKRI SCI paper verification · patent counts for the university research activity survey
Algerian CustomsGlobal e-gove-Customs system build and local deployment
Hyundai TransysEnterpriseQuality system (TGQMS · TGPS), phases 1 & 2
EcoProAIAI autonomous manufacturing for battery electrode materials
Armed Forces Medical CommandHealthcareMilitary-wide infectious disease surveillance system
Document understanding
Reads HWP, PDF and scanned documents with tables and heading structure intact.
HWP · PDFOCRLayout analysis
Retrieval accuracy
Fuses keyword (BM25) and semantic vector search with RRF, then filters again with a reranker.
bge-m3pgvector HNSWbge-reranker
Evidence and evaluation
Every answer cites its sources; faithfulness and accuracy are measured with RAGAS before and after each change.
CitationsRAGASRegression tests
Multi-agent
Agents with defined roles use internal systems as tools, and people approve the important decisions.
MCP toolsTask queueHuman approval
Domain tuning
Adapts models to your data by training a small set of parameters instead of the full model, cutting cost.
LoRA · QLoRADPOEval sets
Air-gapped and secure
Runs LLMs inside segmented networks, with permission filters, PII masking and audit logs by default.
On-prem LLMPermission filterAudit log
