Upload any AWB — scanned PDF, photo, or EDI text. KabyTech reads every field from MAWB & HAWB documents, outputs structured JSON, and auto-fills your forms. Thai & English. Under 2 seconds.
KabyTech understands the full IATA FWB spec — not just a few fields. Every section from FWB/1 Standard ID through section 29 OCI Customs Control is parsed, validated, and structured.
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.
Based on IATA Resolution 600a — from Box 1 (Airline Prefix) to Box 34C (Shipper's Ref) — every field, extracted and validated.
Every section of the FWB message is parsed, not just the common fields. Including complex rate descriptions (RTD), charge declarations (CVD), and customs regulatory data (OCI).
Reads Thai characters, Thai numerals, and mixed Thai-English AWBs natively — critical for Thai Customs forms and domestic air cargo documents.
Every Cargo-IMP section including RTD rate tables, OCI customs data, SPH special handling, and PPD/COL charge summaries — not just headline fields.
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 AWB — PDF scan, image, or raw FWB text — and returns fully structured JSON. Designed for freight forwarders and developers who need to embed AWB 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.
| AWB No. | Route | Sections | Status |
|---|---|---|---|
| 217-12345678 | BKK→NRT | 29/29 | Filed |
| 160-98765432 | BKK→LAX | 29/29 | Filed |
| 074-11223344 | DMK→SIN | 28/29 | Review |
| 217-55667788 | BKK→CDG | 29/29 | Processing |
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.
| Field | Value | Source |
|---|---|---|
| Shipper | Thai Silk Export Co. | SHP §5 |
| Weight Charge | ฿8,400.00 | RTD §12 |
| Other Charges | ฿350.00 (AWC) | OTH §13 |
| Customs Origin | TH (Thailand) | COR §21 |
| Total Prepaid | ฿9,800.00 | PPD §14 |
How leading logistics teams deploy KabyTech to eliminate the AWB 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."
30-day free trial on all plans. No credit card required. Cancel anytime.
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 AWB files — showing how all 29 Cargo-IMP sections extract into your system. No commitment, no credit card.