Diane leads the AI Research Center in CGI's Global AI Enablement Center of Excellence, responsible for establishing CGI’s position on applied AI offerings and thought leadership.
AI is no longer just a technology priority; it’s an enterprise leadership and execution challenge. Our AI advisory services help leaders connect business strategy, governance, technology, data, and talent – driving measurable outcomes across the organization while balancing speed, trust, and responsible execution.
From AI pilots to scalable transformation
Organizations that treat AI solely as a technology initiative risk remaining stuck in pilots, silos and fragmented experimentation. Those that re-imagine AI as part of business-led transformation can unlock scalable enterprise value and competitive advantage.
As a trusted AI-to-ROI advisory partner, we help leaders move past technology-focused initiatives—navigating complexity and translating AI ambition into expected results across the end-to-end AI journey.
Turning AI execution into ROI
Our AI advisory services equip leaders to execute AI with clarity and confidence—maximizing their AI investments and scaling outcomes responsibly.
We help leaders:
- Define clear AI strategy and value pathways
- Prioritize high-impact, scalable use cases and define the expected value
- Design enterprise operating models for human–AI collaboration
- Embed responsible AI, governance, and trust from day one
- Move from pilots to enterprise-scale value realization with proven and structed frameworks
- Apply an ecosystem approach across data, technology, talent, and governance
- Ensure strategy translates into execution and scales into enterprise outcomes—not just recommendations
CGI business consultants collaborate with industry leaders to help unlock the full business potential of AI. Here are examples of proven use cases where CGI has supported clients from strategy to business transformation to delivery of trusted outcomes.
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Finnish Food Authority - Enterprise AI Foundations: Advanced green agriculture using space data and AI to analyze and make decisions to support a sustainable food system.
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Ministry of Foreign Affairs of Finland - Strategic Intent and Decision Domains: Built an AI-powered, web-based tool that enables more efficient use of evaluation information.
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Varberg Municipality – AI Maturity Assessment: Defined a clear AI strategy using CGI’s maturity assessment, enabling responsible adoption and business value realization.
Our AI-to-ROI advisory capabilities
- AI strategy and enterprise direction
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Defining where AI creates value—and how to scale it
AI success starts with leadership alignment and a clear enterprise direction. We help clients define their AI ambitions, prioritize high-value use cases, and align investments to measurable business outcomes. We also work with them to closely align AI strategy to operating models, governance, talent transformation, and execution, ensuring AI initiatives scale beyond experimentation to deliver enterprise impact.
Key focus areas:
- Enterprise AI strategy and prioritization
- AI investment and value realization frameworks
- High-value, scalable use case identification
- AI roadmaps aligned to business goals and resilience
- Executive and board-level AI advisory
- AI governance, trust, and responsible AI
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Embedding trust, risk management, and governance from day one
As AI adoption accelerates, there’s a need to balance innovation with accountability, security, and compliance. We help leaders establish governance frameworks that enable responsible AI adoption without slowing transformation.
Our responsible AI approach integrates governance, risk, compliance, privacy, and security into enterprise AI operating models, helping clients build trusted AI systems aligned with evolving regulations and stakeholder expectations.
Key focus areas:
- Responsible AI frameworks and governance models
- Regulatory readiness and compliance advisory
- AI risk, privacy, and security integration
- Ethical AI and transparency by design
- Enterprise trust and accountability frameworks
- Human–AI operating model transformation
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Redesigning work, leadership, and decision-making for the AI era
AI transformation isn’t just about technology; it’s about how people and intelligent systems working together across the enterprise. We help clients redesign workflows, operating models, and decision-making structures to enable human–AI collaboration at scale. Through change management, AI literacy, and talent transformation, we ensure clients are better equipped to adopt AI confidently and sustainably.
Key focus areas:
- Human–AI operating model design
- Talent transformation and AI adoption
- AI literacy and leadership enablement
- Change management and organizational readiness
- Decision intelligence and workflow redesign
- AI-to-ROI execution and enterprise scaling
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Moving from pilots to measurable enterprise outcomes
Turning AI experimentation into scalable business value is a challenge for many organizations. We help clients operationalize AI across the enterprise by connecting strategy to execution through governance, delivery frameworks, and measurable value realization. Through our work, clients can scale AI with clarity, speed, and investment discipline, re-engineering fragmented initiatives into coordinated enterprise transformation.
Key focus areas:
- Enterprise AI scaling strategies
- AI value realization and ROI measurement
- Pilot-to-production acceleration
- End-to-end AI transformation governance
- Cross-functional orchestration across data, technology, and business teams
Bold AI strategies. Pragmatic transformation. Trusted outcomes.
Our strategic AI advisory services help leaders design, activate, and govern AI-powered enterprises—moving beyond pilots to scale solutions that deliver sustainable growth and measurable business value.
Grounded in ethical, human-centric practices and aligned with evolving regulatory expectations, we help clients harness AI responsibly while building the leadership, governance, operating models, and execution capabilities needed for lasting transformation.
What differentiates us as a global AI advisor:
- Deep industry and business expertise that connects AI opportunities to sector-specific priorities and outcomes
- Executive-level advisory and alignment to shape ambition, mobilize leadership, and drive enterprise commitment
- Responsible AI governance and leadership to embed trust, transparency, accountability, and regulatory readiness
- Proven ability to connect strategy, execution, and scale so AI moves from experimentation to enterprise-wide impact
Discover how our AI advisory services help leaders accelerate AI strategy and execution—driving enterprise transformation while positioning their organizations for long-term growth, resilience, and profitability.
Connect with our global AI advisory expert
