01
Multi-objective optimisation
Cost, service, risk, carbon — weighed simultaneously. Every decision lands on a live Pareto frontier instead of a single-metric heuristic.
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AI-native intelligence layer
Engineered to reason.Tuned to decide.Built to execute.
A purpose-built stack of proprietary models, causal reasoning, and autonomous execution loops — designed for the decisions supply chains can’t wait for.
12+Proprietary Models
Sub-secondReasoning
ContinuousLearning
From raw signal to governed execution
01Connect
Data Ingestion
Unified connectors pull real-time data from ERP, WMS, TMS, and IoT systems into a single operational data lake.
ERP integration
WMS connectors
TMS feeds
IoT telemetry
02Transform
Feature Engineering
Raw signals are cleaned, normalized, and transformed into ML-ready features through automated pipelines.
Data cleaning
Normalization
Feature extraction
Quality scoring
03Reason
Model Intelligence
12+ proprietary models — from demand forecasting to graph neural networks — process features in parallel.
Demand models
Route optimization
Anomaly detection
GNN analysis
04Decide
Decision Engine
Multi-objective optimization balances cost, service, risk, and capacity constraints to produce ranked recommendations.
Constraint solving
Pareto optimization
Risk scoring
Confidence intervals
05Execute
Action & Feedback
Autonomous execution with human-in-the-loop governance. Every outcome feeds back to improve future decisions.
Auto-dispatch
Approval workflows
Learning loops
Audit trails
How CADDIE thinks
Reasoning that ships with the receipts.
Four reasoning primitives, engineered end-to-end. No black box, no bolted-on LLM, no hand-tuned heuristic masquerading as AI.
02
Causal reasoning + confidence
Not just predictions — justifications. Every output carries a confidence score and a readable chain of reasoning. Low-confidence decisions route to human review before execution.
03
Continuous feedback loop
Every executed decision becomes training data. Every deviation retrains the model. The longer the platform runs, the better it performs.
04
Autonomous execution
Agents close the loop end-to-end. Dispatch, negotiate, confirm, record. Teams supervise exceptions, not routines.
Platform Architecture
One layer to orchestrate it all
CADDIE sits between your existing systems and your teams — connecting ERPs, TMS, WMS, and carrier networks into a single intelligent layer.
ERP
TMS
WMS
Carriers
IoT
Supply Chain Planning
Demand, inventory, and capacity aligned in real time with AI-driven forecasting.
Logistics Execution
Route optimization, carrier selection, and shipment tracking across your network.
Real-Time Visibility
Live dashboards, alerts, and KPI tracking across your entire supply chain.
Planners
Dispatchers
Managers
Existing Systems
ERP
TMS
WMS
Carriers
IoT
Supply Chain Planning
Demand, inventory, and capacity aligned in real time with AI-driven forecasting.
Logistics Execution
Route optimization, carrier selection, and shipment tracking across your network.
Real-Time Visibility
Live dashboards, alerts, and KPI tracking across your entire supply chain.
Your Teams
Planners
Dispatchers
Managers
Integrations
Connects to everything you already use
Decisions surface naturally within daily workflows, allowing teams to act without switching tools or breaking focus.
Slack
Google Workspace
Oracle
Power BI
Plus ERP systems, TMS, WMS, carrier networks, IoT, and more.
AI governance · explainability & trust
Autonomous, not opaque.
Every decision is auditable. Every model is versioned. Every exception raises a flag before it raises a risk.
01
Decision audit trails
Every recommendation — inputs, weights, rationale, outcome — immutable, queryable, exportable on demand.
02
Confidence thresholds
Low-confidence decisions pause for human review. Thresholds tuned per domain, updated with a config change, not a release.
03
Explainable outputs
Natural-language rationales alongside every agent action — readable by ops, defensible in audit.
04
Model governance
Versioned models, drift detection, shadow-mode evaluation, rollback in minutes.
SOC 2 Type II · ISO 27001 · GDPR-aligned · Customer-managed keys available
Your Next Step
Ready to build your autonomous supply chain?
The future of supply chains is autonomous — self-sensing, self-deciding, self-optimizing. Yours starts here.
