DIANE Operating Model

A structured framework, not just a software application. DIANE brings together three connected movements: Driven Intelligence, Agentic Nexus, and Empowerment.

Most SMEs have enough technology.
They need a better operating model.

DIANE helps organisations plan how people may work alongside digital assistance, with accountability, data-governance and review requirements considered as part of the agreed engagement.

❌ Without a Model
  • Buying tools before defining goals
  • No accountability for AI outputs
  • Staff fear and resistance
  • Data leakage and compliance gaps
  • Expensive, abandoned projects
✅ With DIANE
  • Strategy and KPIs defined first
  • Team leaders can monitor AI actions
  • Human-in-the-loop by design
  • Data governance defined by client
  • A defined basis for reviewing business value from the pilot
Human Driven Intelligence at Work: Set direction, Collaborate, Plan action, and Learn and improve around the DIANE logo

The DIANE Framework: DI → AN → E

DIANE brings together three connected movements: Driven Intelligence, Agentic Nexus, and E — Empowerment, Engagement and Entrepreneurship.

Driven Intelligence

  • Leadership Alignment
  • Strategy & Objectives
  • KPI Definition
  • Company-wide AI Direction

Agentic Nexus

  • AI Workforce Layer
  • Agent Designing
  • Workflow Auditing
  • Integration & Deployment

Empowerment, Engagement & Entrepreneurship

E nests three practical dimensions:

Empowerment

  • Human-AI Collaboration
  • Workflow Productivity
  • Team Upskilling
  • Better Data Decisions

Engagement

  • Customer Engagement
  • Social Media Manager
  • Support Chatbots
  • B2B Communication

Entrepreneurship

  • AI Transformation Leadership
  • Domain Expertise Activation
  • New Business Creation
  • AI-Powered Enterprise Growth
Facilitator explaining Empowerment, Engagement and Entrepreneurship to a group in Singapore
Empowerment. Engagement. Entrepreneurship. The E dimension becomes a direction people can use. E contains three connected dimensions of capability and opportunity.

The Phased Approach

1

Start Small

Isolate one administrative bottleneck and explore a focused, supervised pilot within an agreed scope and timeframe.

2

Build Confidence

Provide review prompts and approval points so teams can supervise outputs and identify issues before action is taken.

3

Scale What Works

Where a workflow demonstrates sufficient value and readiness, consider packaging the approach for broader use.

Start Small. Build Confidence. Scale What Works.

DIANE provides a phased approach to exploring and reviewing AI-enabled workflows. By beginning with targeted, controlled test runs, teams can become familiar with digital assistance, review practical results and consider broader use when the available evidence supports it.

SME AI Adoption Path

Click on each phase to discover the progressive steps to structured AI workforce adoption.

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Phase 1: AI Readiness Diagnostic Check

Work alongside a Qinet Advisor to audit your legacy database structures, inventory levels, or CRM systems. We trace exact workflow bottlenecks before selecting software.

Phase 2: Focused Pilot Deployment

Isolate a single repetitive administrative process (e.g. tracking logistics, invoice verification, or generating sales transcripts). We explore a focused, supervised pilot within an agreed scope and review whether further scale is justified.

Phase 3: Scale AI Workforce Layer

Where a workflow shows sufficient value and readiness, consider packaging the approach into reusable operating templates and expanding it to additional activities.

Phase 4: Continuous Operational Improvement

Discuss suitable ways to review adoption and workflow performance with Qinet. Upskill internal staff, review system controls, verify data protection parameters, and refine agent performance where appropriate.

Let's build a reliable framework for your business transformation.

Consult with a Qinet AI Advisor to evaluate your company's digital readiness using DIANE.