Top-down vision
How information flows between teams and agents
Each team's agents feed the next. Campaigns, sell-out and orders become one demand signal that drives planning, procurement, production and logistics — and everything closes the loop in finance.
One demand signal
Campaigns, sell-out and orders become one signal that drives planning, procurement, production and logistics.
Closed feedback loops
Campaign performance flows back to brand intelligence; stock and delays flow back to planning.
One steering view
Actual costs, stock and service levels consolidate in finance; management sees margin, cash and risks.
Tool connections
How the tools talk to each other
Apps, AI agents and core systems all exchange data through one governed layer. Click a tool to see what it sends and receives.
Architecture
One in-house AI workspace on a stable core
Four layers, governed by IT. Each AI tool is small, owned by a team and replaceable without touching the core.
Spadel AI Workspace
One in-house interface for every employee
ApproachBuild in-house; Lovable for fast front-ends
Agent orchestration
Agentic framework, Hermes-type
ApproachOpen-source, hosted by Spadel
Governed access layer
MCP connectors, managed by IT
ApproachBuilt on the MCP standard; owned by IT
Core systems
Stable, enterprise-grade
ApproachKeep; no replacement
Open-source frameworks come without vendor SLA: hosting, security review and support are part of the IT scope and budget.