AI-NATIVE PLATFORM CAPABILITIES
Visibility & Decision Application Agents for Intelligent Operations
PartnerLinQ enables Visibility and Decision Application Agents through an AI-ready Data Fabric, a Semantic Fabric that binds meaning across data domains, and MCP Servers that provide standardized, secure access for LinQ.IQ agents to discover, reason, and orchestrate repeatable actions.
Outcomes enabled by LinQ.IQ + MCP
Business-user control over data applications
Give business users a trusted, contextual understanding of their data—and the tools to design, refine, and govern visibility & decision applications powered by insights.
Timely insights & intelligent alerts
Natural-language exploration across transactions, telemetry, operational signals, and semantic data products.
Intelligent orchestration within guardrails
Turn insights into actions safely with enterprise controls, audit trails, and approvals.
Visibility & Decision Application Agents
LinQ.IQ is PartnerLinQ’s platform-native multi-agent layer, designed to operate with full context across
systems, partners, transactions, governed data products, semantic models, and operational signals.
DATA APPLICATION BUILDER AGENTS
Build Semantic Analytical Applications & Data Products
The Data Application Builder Agents provide guided access to semantic analytical applications and data products so teams can rapidly build and deploy new visibility and decision applications. Using a chat-driven interface, users can discover insights, assemble application logic from governed assets, and create new applications from scratch.
Discover and reuse governed data products and semantic models
Chat-driven design to prototype and deploy new analytical applications
Orchestrate additional AI/ML models and training lifecycles within platform guardrails
VISIBILITY & DECISION AGENTS
Operational Visibility, Insights, and Trend-Driven Actions
Visibility & Decision Agents allow teams to query governed platform data in natural language, generate explainable insights, and convert trends into business rules, alerts, and repeatable smart actions—from data filters and exception workflows to automated operational responses.
“Which partners are failing validations?”
“What changed before failures increased?”
How these agents support PartnerLinQ Platform Solutions
Build and deploy new data applications against known data products and semantic models, and automate repeatable actions (insights, smart filters, and insight-driven playbooks) with governance and auditability.
Platform Processing Data
Integration flows, orchestration steps, transformations, retries, and execution lineage are captured as first-class canonical data—enabling explainable troubleshooting and optimization.
End-to-end processing lineage & provenance
Runtime execution metadata for AI reasoning
Reprocessing, exception patterns, and anomaly signals
Canonical Standardization
Data is curated into canonical models designed for cross-system interoperability, consistent semantics, and AI consumption across the supply chain lifecycle.
Standard entities for orders, shipments, inventory, invoices, partners
Unified view across transactional + operational domains
Trusted foundation for analytical and decision applications
Semantic Fabric & Canonical Models
Visibility and Decision Application Agents depend on a shared semantic layer that unifies
operational signals, transactions, and partner context into canonical entities. This foundation
makes data discoverable, explainable, and action-ready—so business users can trust
insights and execute governed decisions.
Included capabilities: Ontologies, canonical entities, semantic APIs, and a knowledge graph that
provide a consistent context layer for agents, analytics, and decision automation.
Agent-Led Visibility & Decision Solutions
LinQ.IQ agents power packaged solutions built on the shared AI-ready Data Fabric, Semantic
Layer, and MCP access foundation— ensuring consistent governance, scalable decisioning,
and repeatable action automation.
Platform Monitoring
Agent-assisted health intelligence across services, throughput, latency, error patterns, and capacity signals.
Transactional Visibility
End-to-end traceability across partners, documents, and processing steps with explainable lineage.
Intelligent Operations Apps
Exception handling, reprocessing guidance, anomaly detection, and operational playbooks powered by agents.
Intelligent Control Towers
Unified operational views across supply chain events, KPIs, and risks with agent-driven recommendations.
Demand Planning
Agent-assisted forecasting workflows leveraging canonical demand signals and operational constraints.
Wholesale & Retail Planning
Scenario planning, inventory posture insights, and execution coordination across channels and partners.
Designed for Trust, Scale, and Governance
PartnerLinQ’s agentic capabilities are engineered for enterprise reliability with strong
controls, auditability, and safe execution boundaries.
Enterprise Security
Role-based access, least-privilege data exposure, and secure agent operations aligned to platform governance.
Auditability & Explainability
Lineage-aware data and action traces enable transparent operations and faster root-cause analysis.
Operational Scale
Designed for near real-time event processing, high-volume transactions, and enterprise-grade reliability.
Activate Visibility & Decision Agents on Your
Supply Chain Workflows
See how PartnerLinQ’s Data Fabric, Semantic Fabric, and MCP Servers enable visibility and
decision agents to deliver near real-time insights, deploy decision applications, and orchestrate
repeatable actions—safely and at scale.
