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A commercial briefing for Business & Technology leaders

The AI operating layer for Fashion & Retail.

AI can generate intelligence.
Artiplane turns it into coordinated work.

ARTIPLANE · AN OCRA GROUP SOLUTION

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The operating reality

Organizations run on four interdependent forces.

01DATA

Enterprise records, signals and context.

02PROCESSES

The rules by which work moves.

03PEOPLE

Roles, authority and accountability.

04AGENTS

A new operational workforce.

The fourth force does not replace the first three. It changes how they must be coordinated.

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The coordination gap

Intelligence is abundant. Governed execution is not.

ERPPLMCRME-COMMERCEPOSWMSTMSPIMBIDATA LAKE
CONTEXT BREAKS HERE
LLMsAGENTSWORKFLOWSHUMANSPOLICIESAPPROVALS

Each system knows a fragment. No system owns the coordinated outcome.

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The Artiplane thesis

One layer of knowledge, orchestration and control.

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ARTIPLANESEMANTICS · ORCHESTRATION · GOVERNANCE
DIGITAL WORKERSHUMAN DECISIONSWORKER APPS

Artiplane doesn’t replace your enterprise stack. It makes your enterprise stack operable by AI.

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Control Plane

The enterprise estate becomes visible before it becomes intelligent.

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Artiplane Admin overview
35+connected applicationsMapped into a governed operating model.
320specialist agentsClaude, n8n, SAP AI and Agentforce.
18Digital WorkersFashion-native orchestration roles.
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Data & Knowledge

Know where industry data lives — and what it means.

Applications, APIs, business objects, semantic entities, provenance and authorization are mapped in one governed workspace.

SAPSalesforceMicrosoftSnowflakeDatabricksShopifyAdobeGoogle Cloud
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Data and Knowledge workspace
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Fashion semantic layer

Generic AI sees fields. Artiplane understands Fashion relationships.

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Fashion semantic layer with entities and relationships
700 semantic records23 knowledge areasProduct · SKU · Drop · Store · Season · Market
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External context

The company boundary is not the decision boundary.

FASHION CONTEXT
Weather
Competitive pricing
Social sentiment
Market demand
Macroeconomic signals
Footfall & events

Internal truth is enriched by external signals — under the same lineage, restrictions and policy controls.

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Process re-engineering

6,060 preconfigured processes. One editable operating grammar.

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Fashion and Retail process catalogue
20macro-categoriesFrom Buying and Product to Finance and Corporate.
101subcategoriesIndustry-specific operating contexts.
6,060configurationsEditable, variant-ready and governed.
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Process graph

Every operation is explicit: sequence, parallel work, gates and evidence.

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Detailed process graph with parallel tasks and human gates
Agent taskHuman checkpointEnterprise systemGoverned output
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Organization model

AI acts inside the same authority model as people.

304people mappedAcross 19 organizational areas.

Roles, responsibilities, permissions, geographic restrictions and merchandise scopes define who can see, decide and act.

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Admin user directory
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Individual authority

Permissions become operational context — not a login checkbox.

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Detailed user profile with roles and restrictions

Every task inherits role, market, merchandise scope, read/write authority and approval limits.

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AI Hub

Models, RAG, tools and spend share one control surface.

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AI Hub model and provider board
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AI Hub provider detail and cost controls

Filter by model, RAG base, MCP tool, guardrail and 30-day cost. Simulate provider shutdown before production impact.

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Digital Workers

Mission-driven orchestrators turn objectives into accountable work.

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Buyer Digital Worker mission catalogue

Buyer Digital Worker

Understands Buying objectives, decomposes missions, assigns specialist capabilities and preserves human decision rights.

46 agentsRAG FashionHuman approval
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Mission architecture

A Digital Worker composes the right team for each mission.

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Buyer Digital Worker mission graph
Typed tasksParallel executionHuman checkpointsTraceable hand-offs
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Worker Apps

Each Digital Worker gets an operational surface built for its role.

11preconfigured Worker AppsBuying, merchandising, allocation, pricing, production and more.

Each app presents only the evidence, actions and approvals authorized for that operating role.

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Worker App administration and configuration
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Builder

Compose real interfaces on top of governed data and actions.

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Live Worker App visual builder

Select, move, add and configure blocks. Every element retains provenance; every button can execute a governed chain.

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Governance & Risk

Every person, model, agent and Worker leaves an inspectable trail.

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Governance and Risk subject and event lists
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Governance activity drawer with guardrail events
26 policies30-day activity trailGuardrail evidenceEU AI Act controls
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Chain of custody

A decision is only credible when every hand-off is visible.

01SAP
02API mapping
03Product
04Stock Agent
05Claude
06n8n WF-28481
07Buyer Worker
08Buying Cockpit
PROVENANCEPOLICYAPPROVALEXECUTION
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The user experience

The complexity stays in the platform. Work stays clear.

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Business user Worker Apps experience
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Business activities assigned to people and agents

Authorized apps on the left. Human and agent activities in one structured process on the right.

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Conversation as work

Chat becomes a governed interface to the Digital Workforce.

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Business conversation with multiple Digital Workers

The most relevant Digital Worker responds, a second may complete the answer, and unauthorized information is refused and logged.

Contextual routingPolicy-aware answersActionable follow-ups
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Artiplane by Ocra Group

Turn intelligence into coordinated work.

Data. Processes. People. Agents.
One governed operating layer for Fashion & Retail.

6,060 processes320 agents18 Digital Workers11 Worker Apps
info@ocragroup.com