Supply Chain & Logistics
OTIF & Freight Visibility Agent
Live OTIF, freight cost, and fill-rate visibility without a new ERP.
Target outcome: Real-time visibility
The business problem
Recover 3 to 5% of freight and logistics spend
OTIF, freight cost, and fill-rate reports are assembled manually from exports that are already stale when leadership sees them.
What we deploy
OTIF & Freight Visibility Agent
Replaces manual MIS assembly with an always-current control tower on existing SAP, WMS, and dispatch data.
How this agent runs
Every agent follows the same operating loop on your stack: audit the evidence, decide with confidence scores, execute with human approval, and record results back to your systems.
Audit
Full coverage on the transactions and documents you choose: contracts, invoices, dispatches, disputes.
Decide
Confidence-scored recommendations with counterfactuals, tax feasibility, and policy rules applied first.
Execute
Human-in-the-loop for consequential actions. Agents prepare; your team approves.
Record
Clean results posted back to your ERP, WMS, or operational systems with a full audit trail.
What we need from you
Data and systems
- Dispatch and TMS exports (typically 6 to 24 months)
- Carrier contracts, rate cards, and lane master data
- ERP shipment, cost, and inventory feeds or scheduled CSV drops
Typical timeline
Guaranteed assessment in 8 to 12 weeks on your exports. Production rollout follows once the savings case clears your hurdle.
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout. We agree the baseline and success metric before deployment starts.
Key capabilities
Always-current control tower on SAP, WMS, and dispatch feeds
OTIF, freight, and fill-rate in one view without a new ERP
Replace weekly MIS assembly with live operational metrics
How we deploy it
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout. Same operating model on every agent: scope, deploy, measure, then scale or hand off.
Scope
Agree one outcome, baseline KPI, and the exports or systems the agent will read.
Deploy
Agent live on your ERP, WMS, or operational files within the engagement window.
Measure
Track results against the baseline with named transactions and audit trails.
Scale
Expand to adjacent modules or run independently. You own the code from day one.
Good fit if
- Planners maintain spreadsheets the ERP should own
- OTIF misses are discovered after customer escalation
- You cannot drill from KPI to named orders quickly
Production module in the field
Supply Chain Suite
Case studies, module depth, and technical FAQs for the platform this agent runs on.
Frequently asked questions
What visibility does this agent provide?+
Live OTIF, freight cost, and fill-rate metrics assembled from SAP, WMS, and dispatch data, replacing manual MIS spreadsheets without a new ERP.
How often is the data refreshed?+
Continuously from your operational systems, so control-tower views reflect current dispatch and warehouse state rather than last week's export.
Who uses this day to day?+
Supply chain heads, logistics controllers, and plant ops teams who need a single always-current view across plants and lanes.
Does this require a data warehouse project?+
No. The agent reads from ERP, WMS, and dispatch feeds or scheduled file drops you already maintain.
Can we drill from KPI to named orders?+
Yes. Views are designed to move from plant or lane KPIs down to the shipments driving misses, not stop at a dashboard screenshot.
Related agents in this area
Dispatch Decision Agent
Decide, order by order, whether a shipment should exist on this path at all.
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Freight Bill Audit Agent
Parse the contract, match the transaction, assemble the evidence pack.
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Network Savings Replay Agent
A defensible savings number on your own dispatch exports, order by order.
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Ready to scope this agent?
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout.