Logistics

Extract waybills to structured JSON

Waybills document the movement of goods by air, ocean, or ground. Each transport mode has its own format with mode-specific fields for routing, charges, and cargo detail. Sensible converts waybill data into structured JSON for shipment tracking, customs, and freight audit.

parcel tracking | customs clearance | freight reconciliation

Validated JSON

Schema-enforced output; every field matches your contract

Source coordinates

Every value links back to page + bounding box for audit

Per-document pricing

Predictable cost. No token-volatility surprises

Trusted by teams turning documents into production data

Why waybills need mode-specific extraction

Air, ocean, and ground waybills each follow their own standard, and consolidation and multi-leg routing add more structure to untangle. We read each mode and return one consistent schema across all of them.

01

Mode-Specific Formatting

IATA air waybills have flight numbers and airport codes. Sea waybills reference vessel names and port pairs. Ground waybills list trailer numbers and terminal codes. Each mode gets mode-specific field extraction through dedicated SenseML configs.

02

Consolidation Handling

House waybills nested under a master waybill, a common freight forwarding structure. Both levels are processed with the parent-child relationship preserved, critical for consolidation reconciliation and carrier settlement.

03

Multi-Leg Routing Encoding

Waybills for multi-leg shipments encode routing through multiple ports and airports with carrier codes, vessel or flight numbers, and ETAs in compact fields. The sequential relationship between legs is implied by field ordering, not explicitly structured. Sensible extracts each leg with its full routing detail.

Managed services

Don't want to build it? We'll write your configs from your samples.

Solutions engineers handle plan, build, deploy, and adjust on your behalf. You see clean JSON in your API response. Same engine as self-serve, just with the configuration work outsourced.

What's included

01Plan.Engineers review your samples and pick the right method

02Build.SenseML configs written from your samples

03Deploy.Same engine as self-serve, ready for production

04Adjust.We update configs when formats shift or new edge cases appear

05Integrate.Help with custom integration into your downstream systems

Fields we extract

Every waybill is different, so we build the config around your exact schema rather than a fixed list. These are the fields logistics teams request most; we map whatever else your freight-management system needs.

01

Routing

Origin airport/port, destination airport/port, intermediate stops, carrier code, flight/voyage number, departure date, arrival date

02

Cargo

Number of pieces, gross weight, chargeable weight, volume, dimensions, commodity description, HS tariff code, declared value

03

Charges

Freight charges, valuation charges, taxes, other charges due agent, other charges due carrier, total, prepaid/collect indicator

config.json

SenseML

{ /* SenseML: waybill extraction */
"fields": [
{
"method": {
"id": "queryGroup",
"queries": [
{ "id": "waybill_number", "description": "air waybill number, AWB number, waybill #, B/L number" },
{ "id": "origin", "description": "airport of departure, port of loading, origin" },
{ "id": "destination", "description": "airport of destination, port of discharge, destination" },
{ "id": "chargeable_weight", "description": "chargeable weight, billable weight, weight" }
// + more fields, mapped to your schema
]
}
}
]
}

Supported waybill types

Sensible processes air waybills, sea waybills, and ground waybills. Hybrid extraction handles mode-specific conventions while deterministic rules enforce consistent output for your logistics pipeline.

By mode

Air waybills (AWB/HAWB/MAWB), sea waybills, ocean bills of lading, ground carrier waybills, multimodal waybills

By standard

IATA standard AWB, FIATA multimodal, carrier-specific formats, freight forwarder house documents

Common Questions

Answers about mode-specific extraction, consolidation handling, and weight/dimension parsing.

Can Sensible extract charge breakdowns from waybills?

Freight charges, valuation charges, taxes, other charges due agent, other charges due carrier, and total charges are extracted by default, with prepaid and collect designations captured. The charge fields are defined in configuration, so you add ones specific to your lanes or carriers when a waybill carries something not already mapped.

Does Sensible extract weight and dimension data from waybills?

Yes. Gross weight, chargeable weight, volume, number of pieces, dimensions per piece, and unit of measurement come back, in both metric and imperial. These are the common weight and dimension fields, not a closed set. What gets extracted is defined in configuration and shaped to your schema.

What routing information does Sensible extract from waybills?

Origin, destination, intermediate stops, carrier codes, flight or voyage numbers, departure and arrival dates, and routing instructions come back by default. Routing data varies by mode and carrier, so these are examples rather than a fixed list. The fields are defined in configuration and extended when a waybill carries routing detail you don't see here.

Does Sensible handle air waybills and ocean waybills?

Yes. Air waybills (AWB), ocean waybills, and ground waybills all run today, each with a configuration that pulls mode-specific fields like flight number, vessel name, or trailer number. These are the variants built so far. When you bring a waybill format Sensible hasn't seen, a configuration is built to fit it.

Do you support webhooks?

Yes. Sensible sends extraction results to your webhook endpoint when processing completes. You can also poll the API for status.

Does Sensible support human review?

Yes. Sensible flags extractions with low confidence for human review. You can configure review thresholds and workflows.

What security certifications does Sensible have?

Sensible is SOC 2 Type II certified and HIPAA compliant. Data is encrypted in transit and at rest.

How long is document data retained?

Document data is stored indefinitely by default. Custom retention policies are available and can be configured for same-day deletion if needed.

Is there a free trial?

Yes. Sensible offers a 14-day free trial on the Growth plan. No credit card required to start.

How is pricing structured?

Sensible uses per-document pricing for predictable costs. No token-based billing or usage surprises. Volume discounts are available for higher throughput.

How do I integrate with Sensible?

Sensible provides REST APIs and SDKs for Python and Node.js. Most integrations take a few hours. Webhooks, Zapier, and direct API calls are all supported.

What file formats does Sensible support?

Sensible processes PDFs (native or scanned), Microsoft Word (DOC, DOCX), spreadsheets (XLSX, XLS, CSV), single-page images (JPEG, PNG), multi-page images (TIFF), and email bodies with attachments.

How accurate is the extraction?

Accuracy depends on document quality and configuration. Most production deployments achieve 95%+ accuracy with proper validation rules and confidence signals.

How fast is document processing?

Processing speed depends on document size, page count, OCR requirements, and which extraction methods are used. Simple single-page documents process in seconds. Larger or more complex documents that use LLM-based extraction take longer.

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