A B2B SaaS platform that turns multi-modal freight paperwork — AWB, B/L, Sea Waybill, Rail and Road consignments, Delivery Orders, and Freight Manifests — into validated, structured JSON with per-field confidence scoring, sub-2-second latency, and native Thai-language support.
KabyTech is a production document-intelligence platform (kabytech.com) for Thai freight forwarders, customs brokers, ground handlers, and cargo airlines. It parses seven freight document types end-to-end, validates them against IATA, customs, and Thai regulatory rules, and ships an Operations Portal and a full Freight ERP on top of the same intelligence layer.
| Component | Details |
|---|---|
| Document Intelligence Engine | Semantic NLP/NLU parser that understands the 29-segment IATA Cargo-IMP FWB/16 structure (SHP, CNE, AGT, FLT, RTG, RTD, CVD, OCI, …) and the equivalent layouts for B/L, SWB, RCN, CMR, DO, and MFT |
| Validation Layer | Enforces IATA conditional rules, HS-code validity, Thai airport / airline / tax-ID cross-references, and CIM/SMGS + GMS/CBTA rules for cross-border rail and road |
| Confidence & Audit | Every extracted field carries a confidence percentage; full reconciliation history is persisted for audit, replay, and partner onboarding |
| REST API | HTTP endpoints that accept raw documents and return structured JSON with shipment, routing, weights, parties, and linked house waybills |
| Operations Portal | Next.js web console for upload, review, batch processing, team workflow, RBAC, and export to Excel/CSV/CargoWise/SAP/e-Customs |
| Freight ERP | Integrated TMS layered on the intelligence engine — auto-reconciliation, IATA CASS connectivity, multi-branch and multi-currency support |
| Integrations | Native connectors for CargoWise One, SAP TM, Oracle WMS, Thai NSW e-Customs EDI, IATA CASS, and direct feeds from Thai Airways Cargo and Bangkok Airways |
| Production | Operated at kabytech.com with a 99.9% uptime SLA, p99 latency under 2 seconds, SOC 2 Type II certification, ISO 27001 in progress, and PDPA compliance |
Document types
7 (AWB, B/L, SWB, RCN, CMR, DO, MFT)
Field extraction accuracy
97%+ overall · 98.7–99.5% per field
API response (p99)
<2s per document
Uptime SLA
99.9%
Customer reference throughput
800+ MAWB/HAWB per day
