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Transform your business with strategic AI adoption.

Are you an executive team facing the challenge of shrinking margins, staff shortages, and ongoing uncertainty? In this climate, standing still isn’t an option. You’re likely asking: How do we remain distinctive, how do we stay efficient, and how do we create space for growth?

Artificial Intelligence (AI) offers the answer. It’s not just hype, but a practical tool designed to streamline processes, ease pressure on your teams, and support faster, smarter decision-making.

The Intwo AI Business Scan

At Intwo, we specialize in helping organizations apply AI where it will truly make a difference. Our AI Business Scan is a strategic exploration of AI opportunities tailored specifically for your organization. We work with you to identify the most strategic opportunities and select AI use cases that have the highest impact, focused on your specific business goals and current operational challenges.

Our proven approach: Three clear steps

We deliver this strategic exploration in a focused, three-step approach with a lead time of just two weeks.

Step 01: Discovery

  • We work with your team to analyze existing processes, challenges, and strategic ambitions.

Step 02: Value Matrix

  • Through focused interviews and process analysis, we uncover the areas where AI can create the most strategic and operational value—fast and visibly.
  • We map AI opportunities based on their business impact and implementation complexity.

Step 03: Recommendations & Roadmap

  • You receive clear advice on where to start.
  • We identify which AI solutions will deliver the most value first.

Prioritize for maximum impact: The AI Value Matrix

The AI Business Scan includes the AI Value Matrix, a tool that quickly illustrates where AI can have the greatest impact within your organization. This matrix ranks potential AI applications in terms of their added value (Business Value) against their complexity (Technical Feasibility and Organizational Impact).

We provide a list of potential applications categorized by their value and complexity:

Complexity (Technical Feasibility & Organizational Impact) Business Value
Low Medium High
Low
  • Automatic Translation of Product Kits
  • Al-Driven Account Plan Generator
  • Natural Language Processing (NLP) for Opportunity Analysis
  • Al-Driven Lead Scoring and Qualification
  • Trend and Data Analysis for Customer Evaluations
  • Al-Driven Contract Terms Analysis
  • Al-Powered Tender and Proposal Analysis
Medium
  • Automated Progress Reporting and Dashboarding
  • Al-Driven Test Plan Generation and Automated Test Scripts
  • Automated Text Generation for Proposals
  • Al-Driven Marketing Insights Dashboard
  • Al-Assisted Price Management
  • 360° Customer Profile with Al Integration
  • Al-Powered Customer Analysis for Cross-Selling and Upselling
  • Al Application: Automated Intake Document Generation
  • Automation of Design and Configuration Documents
High
  • Automatic Resource Recommendations for Pre-Sales
  • Al Applications for Product Information
  • Historical Al-Based Quotation Calculation

Assess your readiness: The MITRE AI Maturity Model

Successful AI adoption requires a clear understanding of your organization’s current capabilities. Our stakeholder interviews are based on the MITRE AI Maturity Model. This framework, developed by MIT, helps assess and develop your maturity in AI, providing insight from a beginner to an advanced level.

The model distinguishes six pillars to identify your current situation, bottlenecks, and opportunities:

  • Ethical, equitable, & responsible use: Focuses on Responsibility, Governability, Contestability, Transparency, and Fairness.
  • Strategy & Resources: Covers AI Strategic Plan, Partnerships, and Governance.
  • Organization: Assesses Culture, Organizational Structure, and Workforce Development.
  • Technology Enablers: Examines AI Innovation, Test & Evaluation, and AI Platforms.
  • Data: Includes Architecture, Security & Privacy, AI Data Governance, and Accessibility.
  • Performance & Application: Looks at Usage & Adoption, Solution Monitoring, Robust and Reliable systems, and User Trust.

Ready to move forward with AI?

We’ve successfully applied the AI Business Scan approach at multiple organizations, delivering concrete AI solutions across marketing & sales, logistics, transport, manufacturing, and operational or project-based processes.

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