Comparison
Mirage vs Expedock
Both companies automate freight document processing for logistics operations. The models behind them are different: forward-deployed AI agents versus an AI-plus-human-QA operations platform.
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Executive Summary
Mirage and Expedock both target the same operational pain point: freight forwarders and logistics teams buried in bills of lading, commercial invoices, customs declarations, and carrier paperwork that has to be re-keyed into a TMS or ERP.
Expedock runs this as an outsourced operations platform, proprietary AI trained on freight documents, backed by human QA, with its own customer-facing visibility portal and finance dashboards. Expedock publishes no price list on its site as of 5 November 2026.
Mirage's logistics agent takes a forward-deployed engineering approach: Mirage engineers work inside your operation to wire the agent directly into your existing CargoWise, TMS, or ERP instance, rather than routing documents through a separate outsourced platform.
Neither approach is universally 'better', the right fit depends on whether you want document processing handled as a managed service with a human review layer, or as an AI system integrated directly into your own systems and owned by your team.
Key Takeaways
- Mirage integrates the AI agent directly into your own systems; Expedock runs processing through its own platform and portal.
- Expedock's accuracy figure includes a human QA step; Mirage publishes no accuracy percentage, only results per deployment.
- Mirage's forward-deployed engineers handle document-format and workflow mapping during rollout.
- Both integrate with CargoWise; the deciding factor is usually systems ownership versus managed outsourcing.
At a Glance
| Aspect | Mirage | Expedock |
|---|---|---|
| Model | Forward-deployed AI agent, integrated into your existing systems | AI-plus-human-QA operations platform (outsourced processing) |
| Reported accuracy | No single accuracy figure published: per-deployment results instead, 90%+ of standard freight RFQs answered automatically (OFRET Groupe) and 70% less manual data entry on freight documents (Transwin); every exception goes to a person | 99.97% data accuracy (AI plus human QA) |
| Deployment time | 4 to 6 weeks for most Logistics deployments | Not publicly specified |
| System integration | CargoWise through eAdaptor, Descartes, Amber Road, and custom TMS/ERP through the interface each one provides | CargoWise-centric, with its own visibility and finance dashboards |
| Document scope | Bills of lading, commercial invoices, customs declarations, CMRs, carrier paperwork | Commercial invoices, packing lists, statements, FCL/LCL/air documentation |
| Pricing model | From $10,000 to launch, then from $1,000 a month, priced by volume | Not published on expedock.com as of 5 November 2026 |
| Team involvement | Mirage engineers embedded in your operation during and after rollout | Expedock's own team + human QA layer handles exceptions |
Key Differences
Integrated agent vs. outsourced platform
Mirage deploys an AI agent that lives inside your own TMS, ERP, and customs stack, your team owns the workflow and the data stays inside your systems. Expedock operates more like an outsourced processing layer, with its own branded portal that sits alongside your existing tools.
AI-only vs. AI-plus-human-QA
Expedock backs its extraction with a human QA layer as a standard part of the product, which is a large part of how it reaches its published 99.97% accuracy figure. Mirage's Logistics agent processes documents without a third-party human review step by default, routing genuine exceptions to your own team instead.
Forward-deployed engineering
Mirage's engineers work inside your operation during rollout, mapping your specific document formats, carrier base, and system landscape, rather than expecting your team to configure a self-serve product. This is closer to a systems-integration engagement than a SaaS onboarding flow.
Advantages and Limitations
Mirage
Advantages
- Agent integrates directly into your existing TMS/ERP rather than a separate portal
- Forward-deployed engineers handle document-format and workflow mapping
- No third-party human-in-the-loop layer processing your documents
- 4 to 6 weeks to production for most Logistics rollouts
Limitations
- A launch fee before the first workflow: from $10,000 to launch, then from $1,000 a month
- No published third-party benchmark independent of Mirage's own reporting
Expedock
Advantages
- Human QA layer as a standard part of the accuracy model
- Own customer-facing visibility portal with ETD/ETA tracking
- Broad FCL/LCL/air coverage claimed for typical forwarder workflows
Limitations
- Processing runs through Expedock's platform rather than natively inside your own systems
- Human QA layer means part of the pipeline is manual, not purely AI
Real-World Use Cases
Freight forwarders wanting systems ownership
Teams that want the AI agent to live inside their own CargoWise or TMS instance, with data never leaving their infrastructure, are a closer fit for Mirage's forward-deployed model.
Forwarders wanting a managed outsourced layer
Teams that would rather hand off document processing entirely, including human review, and consume the output through a separate visibility portal are a closer fit for Expedock's platform model.
High-volume customs brokerage
Both companies target customs declarations and duty-sensitive documents; the deciding factor is usually whether your team wants to own the integration or consume it as a managed service.
Mirage Products
Logistics
Mirage's AI agent for freight document intelligence, bills of lading, customs documents, and carrier paperwork, integrated directly into your TMS and ERP.
See the pageDocument Intelligence
Mirage's broader document understanding platform for operational teams handling invoices, contracts, reports, and industrial documentation.
See the pageCargoWise integration
What CargoWise already captures, how a document workflow connects through eAdaptor, and a pilot that writes nothing until it passes.
See the pageHow to Choose
The real question isn't which company has the higher accuracy number on its own marketing page, Mirage publishes no accuracy percentage and Expedock's figure includes human QA, so the two can only be compared by running both on the same document set.
The more useful question is where you want document processing to live: inside your own systems, integrated and owned by your team, or as an outsourced layer with its own portal and human review step. That structural choice matters more for long-term operational fit than a headline accuracy percentage.
Where Mirage fits on US and UK operations
For US forwarders, NVOCCs and carriers, Mirage reads bills of lading, commercial invoices, packing lists, delivery receipts and carrier invoices and writes them into the TMS in place, with exceptions routed to a person. US customs entries stay with your licensed customs broker: Mirage prepares and checks the data, it does not file. See our guides to detention and demurrage on US trades and carrier onboarding checks.
For UK operations the same applies to import and export paperwork: documents are checked against the shipment record before they reach your customs system or your agent, and Mirage does not replace the agent's filing.
FAQ
Mirage deploys AI agents through a forward-deployed engineering model, integrated directly into your TMS, ERP, and customs systems. Expedock runs an AI-plus-human-QA operations platform with its own customer-facing visibility portal.
Expedock's own materials describe a hybrid model, proprietary AI backed by human QA. Mirage's Logistics agent is AI-first, routing exceptions to your own team rather than a third-party review layer.
Expedock publishes 99.97% data accuracy, achieved with human QA in the loop. Mirage does not publish a single accuracy percentage; it publishes results per deployment (90%+ of standard RFQs answered automatically at OFRET Groupe, 70% less manual entry on freight documents at Transwin), with every exception routed to a person. These measure different things and aren't directly interchangeable.
Yes. Mirage connects to CargoWise through eAdaptor, the interface WiseTech provides for outside systems, and to Descartes, Amber Road and other TMS, ERP and customs platforms through the interface each one documents, alongside email and PDF document intake. Mirage holds no WiseTech partnership or certification.
Related Comparisons
Mirage for Freight Document Processing
Logistics
Logistics is Mirage's AI agent for freight document intelligence. It processes bills of lading, customs documents, and carrier paperwork, and integrates directly with your existing TMS and ERP, deployed by engineers who work inside your operation.
See the logistics pageShow us the workflow that costs you the most time
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