Document processing and validation
Extract, reconcile, and route orders, invoices, manifests, and delivery documents across systems.
Less re-keying and cleaner downstream records
Explore the solutionSupply Chain
AI that keeps goods moving when the workflow breaks.
Swarm reads the documents, watches the operational signals, and coordinates the next action across procurement, warehousing, logistics, and distribution.
Supply Chain operating brief
In productionSupply network · live
- 01Orders and events normalizedCaptured
- 02Exceptions decision-readyChecked
- 03Owners and partners notifiedRouted
Connected systems
- ERP
- TMS
- WMS
- Procurement
- EDI
Deeply trusted by enterprises globally
One operational picture
Bring orders, shipment events, documents, forecasts, and conversations into the same decision context.
Exceptions arrive ready
Routine work is completed automatically; people receive the evidence, owner, and recommended next step for the rest.
Actions reach the system
Update records, create tasks, and notify partners so insight does not stop at a dashboard.
The expensive part is not seeing an exception. It is resolving it.
Supply-chain teams lose time collecting context across portals and inboxes, deciding ownership, and manually coordinating the next action. That is an operating loop AI can compress without hiding accountability.
The documents in scope
- Purchase orders
- Supplier invoices
- Bills of lading
- Manifests
- Proofs of delivery
- Customs forms
- Warehouse events
- Partner emails
The supply-chain operating loop
Find the exception. Assemble the evidence. Keep goods moving.
The system separates routine work from cases that need judgment, then gives the right person the context and next action instead of another alert.
Workflow sequenceControls visible
- 01
Build one operational picture
CapturedRead orders, invoices, manifests, emails, inventory signals, and shipment events as they arrive.
- 02
Find the real exception
CheckedValidate documents, predict service risk, and gather the evidence needed to make the next decision.
- 03
Move the right team
RoutedUpdate systems, notify partners, and route only decision-ready exceptions to people with ownership attached.
The loop runs through
- ERP
- TMS
- WMS
- Procurement
- EDI
From fragmented signal to coordinated action
Start where volume, cycle time, and exception cost are already visible.
Demand, inventory, and disruption forecasting
Combine historical and live signals to surface risk before the service impact becomes unavoidable.
Earlier, more focused intervention
Explore the solutionDispatch and field coordination
Prioritize work against SLAs, capacity, location, and the evidence attached to each exception.
Faster resolution with explicit ownership
Explore the solutionPartner and customer operations
Answer status questions, request missing documents, and escalate with the case history already assembled.
24/7 coverage with useful handoffs
Explore the solutionFrom operating constraint to production system
01
Map the operating loop
We trace the signal, decision, handoff, and system update before choosing where AI belongs.
02
Build around your controls
Senior engineers connect the models, business rules, approvals, and systems your team already uses.
03
Run and improve it
We monitor outcomes, handle exceptions, and keep the workflow useful as the operation changes.
What production requires
Built for the real operating environment
Human control where it matters
Approvals, thresholds, and escalation paths stay explicit instead of disappearing inside the model.
Connected to systems of record
The workflow reads and writes to the tools that already run the operation, with a traceable audit trail.
One team accountable for the loop
Swarm designs, deploys, and improves the system so it does not become another stranded pilot.