We process every major freight document — B/L, AWB, Sea Waybill, Rail Consignment, CMR, Delivery Order, and Manifest — extracting, validating, and structuring every field.
Upload via API, email, scan, or direct Cargo-IMP EDI feed. We accept PDF, image, or raw FWB text. Our intake layer normalises all formats before parsing begins.
Our engine parses the full 29-section FWB message — SHP, CNE, AGT, FLT, RTG, RTD, CVD, OCI and every other section — using cognitive NLP that understands AWB semantics, not just regex.
Extracted HS codes, IATA airline prefixes, airport codes (VTBS, VTBD, VTSP), and Thai Tax IDs are validated against live reference databases. Flags raised before filing.
Structured JSON delivered via REST API into CargoWise, SAP TM, Thai Customs e-Filing (e-Customs EDI), or your own TMS. Sub-2-second end-to-end latency.
Detailed step-by-step breakdown with visual diagrams, confidence scoring, before/after comparison, and real AWB data examples.
From IATA Air Waybills to ocean Bills of Lading, rail consignment notes to delivery orders — every field extracted, validated, and structured.
Each document type has its own parsing engine, validation rules, and field schema. From 29 FWB sections for Air Waybills to container-level tracking for Bills of Lading.
Reads Thai characters, Thai numerals, and mixed Thai-English AWBs natively — critical for Thai Customs forms and domestic air cargo documents.
B/L, AWB, Sea Waybill, Rail Consignment, CMR, Delivery Order, and Freight Manifest — each with its own parsing engine, validation rules, and field schema.
HS codes, IATA airline prefixes, Thai airport codes (VTBS, VTBD), and tax IDs validated against Thai Customs Department and IATA reference databases in real time.
REST API returns structured JSON in under 2 seconds per AWB. Webhook support for async batch processing of high-volume EDI feeds from airlines.
Pre-built connectors for CargoWise, SAP TM, Oracle, and Thai e-Customs EDI. REST API for any other system — delivered as clean, typed JSON.
Our models fine-tune on your airline partners' specific AWB formats — improving accuracy month over month for your exact document mix.
Whether you need a standalone API, a full document management portal, or an end-to-end ERP with AWB automation built in — KabyTech has the right fit.
A single REST endpoint that accepts any freight document — B/L, AWB, Sea Waybill, Rail Consignment, CMR, Delivery Order, or Manifest — as PDF, image, or raw text and returns fully structured JSON. Designed for logistics teams and developers who need to embed document parsing into existing systems.
A full web-based operations dashboard for freight forwarding teams. Upload AWBs, review extracted data, manage corrections, track shipments, and export to any downstream system — no code required.
A full freight management ERP with our AWB intelligence built in as a native module. From booking through billing — every AWB is auto-parsed and every charge is auto-reconciled without manual entry.
How leading logistics teams deploy KabyTech to eliminate the document data entry bottleneck across their operations.
Pre-built connectors for the systems Thai air freight teams actually use — plus REST API for everything else.
Don't see your system? We build custom connectors for enterprise clients.
Talk to an Integration Engineer“We process 800 AWBs a day from 12 airlines — each with slightly different FWB formatting. KabyTech handles all of them flawlessly. Our data entry team went from 8 people to 2 reviewers.”
“The Thai Customs validation is what sold us. KabyTech catches HS code mismatches before we file. We haven't had a Thai Customs Department rejection since we deployed — previously we had 3–4 per week.”
“Declaration prep went from 45 minutes to under 4 minutes per AWB. The API integration with CargoWise took our team one afternoon to set up. ROI in the first week.”
Start with a free trial. No credit card required. Scale as your AWB volume grows.
KabyTech was founded in Bangkok by a team who spent years watching freight forwarders re-key the same AWB data into three different systems. We built the system we wished existed — one that actually understands the full Cargo-IMP specification, not just the easy fields.
We're a registered Thai company, PDPA compliant, with local support, local language, and a deep understanding of the Thai customs and air freight ecosystem.
Every hour your team spends re-keying AWB data is an hour not spent on customer service, compliance, or growth. We're making that hour back — one Air Waybill at a time.
Our team will run a live demo using your actual freight documents — showing how every field extracts into your system. No commitment, no credit card.