All industries
Industry solution
Ahura OS for Supply Chain & Fleet Logistics
- Built for
- Operations Research Engineer / Logistics Lead
- Works through
- Ahura Agent and MCP-connected custom agents
The challenge
What gets in the way.
- Combinatorial explosion in real-time vehicle routing and dynamic warehouse allocation.
- SaaS tools with locked APIs that need custom middleware wrappers for every vendor.
- Lack of unified visibility into multi-modal transit networks.
The Ahura OS solution
How it works.
A routing agent translates business rules (time windows, capacity constraints) into penalty matrices and runs hybrid classical-quantum graph workers to solve route distribution in seconds, while dynamic OpenAPI connectors stream live SAP and ERP status into the workflow.
Key primitives
- utilities.qc.anneal
- utilities.api.call (dynamic OpenAPI)
- Map-state workflow fan-out
- Partition storage
Case studies for Supply Chain
- Invoice processingExtract, validate and route invoices for approval.
- Real-time vision and video monitoringDetect, track and read what appears in live video.
- Parameter sweepsFan out thousands of simulation runs and gather results.
Services behind it
- Ahura QuantumThe first fully integrated quantum environment for agent workflows.
- Ahura WorkflowsReliable multi-step work.
- Ahura UtilitiesFifty ready-made tools for everyday agent work.
Works with the Ahura Agent workspace for researchers, and private partitions. See pricing and security.