Parsela: The Shipment Intelligence Layer for Freight Forwarders
Parsela is the shipment intelligence layer between your inbox and your TMS, purpose-built for freight. It resolves which shipment scattered emails and PDFs belong to, scores operational readiness against freight-specific gates (customs-filable, BL-releasable, invoice-ready), and surfaces regulatory gaps before they become customs incidents. Built for mid-market freight forwarders on CargoWise, Magaya, GoFreight, Descartes, or custom TMS.
Unlike general-purpose document processing tools retrofitted for shipping, Parsela was built for freight workflows from the first line of code. Identity resolution, readiness gates, regulatory rules, decision governance, and field-level audit are core architecture, not add-on modules.
What Parsela does
- Shipment identity resolution. Parsela groups documents into the right shipment from signals scattered over days, and refuses to link records unless it is sure. Weak signals are recorded but never trigger a merge, because a false merge in freight is a compliance incident.
- Readiness gates mapped to freight workflow. Every shipment is scored against three gates: customs-filable, BL-releasable, and invoice-ready. When a gate is missing a field, operators see which field. No guessing.
- Stuck-shipment alerts before the customer calls. When booking or shipping instruction documents arrive but no BL has materialised within the configured threshold, the operations team is alerted to chase the carrier.
- Booking amendment with audit. Carrier re-issues, customer changes, consolidation splits or merges, operator corrections, each amendment carries a reason code, effective date, and triggering document. Append-only audit trail.
- Regulatory rules applied in full. For a shipment's country and document type, Parsela applies every rule that applies, not a ranked best guess. Compliance is not a probability, and your compliance team owns the rules.
- Field-level ownership state. Every field carries state, Parsela-proposed, human-edited, locked, so the system respects operator edits rather than overwriting them.
Supported document types
Parsela actively models freight document types in production, including Bill of Lading, Sea Waybill, Air Waybill, Shipping Instruction, Booking Confirmation, Arrival Notice, Delivery Order, Packing List, Certificate of Origin, Commercial Invoice, and more, each with its own field specifications and validation rules. The set expands as design partners bring new document flows.
How it works
Documents arrive via email, web upload, or API. Parsela classifies each one, reads it with more than one pass, and checks the values that can be checked against the real freight and trade standards rather than trusting a model's word. The most consequential documents, the documents of title, get extra scrutiny. Each shipment's completeness is scored against freight-specific readiness gates, and shipment events are delivered to your systems via webhook.
Who Parsela is for
Mid-market freight forwarders, NVOCCs, and customs brokers processing 50 to 500+ shipping documents per day. Teams on CargoWise, GoFreight, Magaya, Descartes, or custom TMS systems who need shipment intelligence, not just document extraction.
Current status
Parsela is pre-GA, accepting design partners. A small number of freight forwarders and NVOCCs are shaping the product before general availability. For design partner conversations: sales@parselaai.com.
Visit parselaai.com to learn more.