AI robotic hand moving a chess piece on a chessboard.

AI Strategy & Use-Case Discovery Solutions

Define the Business Case for Enterprise AI

Centric helps organizations move from exploratory AI conversations to a structured, ROI‑driven adoption plan. Our AI Strategy & Use‑Case Discovery services evaluate readiness, prioritize opportunities, and define a practical enterprise AI roadmap. This ensures investments are aligned with business value, compliance requirements, and operational realities.


Talk to Our Experts
Pimcore Logo - Unified Digital Experience Platform
SharePoint Logo - Collaborative Platform"
Adobe Bronze Badge - Creative Achievement
Google Partnership
Semrush Logo - Digital Marketing Solutions
Nintex Partner
Hotjar Partner

Why AI Strategy Matters

Many organizations jump into AI pilots without clarity on value, governance, or feasibility. This leads to scattered proofs‑of‑concept, limited ROI, compliance concerns, and pilot fatigue.

A successful AI program begins with strategy—not technology. We help define where AI fits, how it creates measurable outcomes, and what the organization must do to adopt it responsibly and at scale.


Illustration of a robot sitting on a computer, with icons representing AI and data analysis, and a search bar labeled 'Ask AI'.

AI Readiness Assessment

We assess organizational, data, and technology readiness, identifying gaps in governance, security, skills, and architecture.

Know More
Illustration of a man pointing to details on a giant identification card.

Use‑Case Identification & Prioritization

We identify, evaluate, and prioritize AI opportunities based on feasibility, business value, and implementation risk.

Know More
illustration of financial tools including a calculator, percentage symbol, and an upward-trending growth arrow.

Business Value & ROI Modeling

We build value cases, benefit models, and commercial justification to support leadership buy‑in and investment approval.

Know More
Illustration of a flowchart with nodes, a flag, and an arrow connecting a user, representing process or decision flow.

Enterprise AI Roadmap

Know More

AI Readiness Assessment

Establish the foundation before investing.

We evaluate current capabilities across people, processes, platforms, governance, and security to determine AI readiness and define remediation steps for scalable adoption.


Organizational and data readiness

Assessing and preparing organizational structures and data infrastructure to ensure a seamless foundation for successful AI strategy implementation.

Architecture, platform, and integration alignment

Aligning AI architecture, platforms, and integration strategies to ensure seamless interoperability and scalability across organizational systems.

Governance, compliance, and responsible AI controls

Establishing robust governance frameworks, ensuring compliance, and implementing responsible AI controls to mitigate risks and uphold ethical standards.

Skills, change management, and enablement needs

Identifying and addressing the skills, change management strategies, and enablement initiatives required to drive successful AI adoption and integration within the organization.

Illustration of a robot sitting on a computer, with icons representing AI and data analysis, and a search bar labeled 'Ask AI'.

Use‑Case Identification & Prioritization

Identify where AI will create measurable value.

We develop a use‑case portfolio and prioritization matrix to highlight opportunities with the strongest business case and implementation fit.


Feasibility vs. value scoring

Evaluating AI use-cases by balancing technical feasibility with potential business value to prioritize initiatives that deliver the greatest impact.

Effort, dependency, and risk evaluation

Assessing the effort, dependencies, and risks associated with AI initiatives to ensure informed decision-making and successful project execution.

Functional and industry use‑case mapping

Mapping AI use-cases to specific business functions and industry needs to identify high-impact opportunities and drive targeted innovation.

Stakeholder workshops and intake alignment

Facilitating workshops and aligning intake processes to ensure stakeholder buy-in and clear identification of AI priorities and requirements.

Illustration of a man pointing to details on a giant identification card.

Business Value & ROI Modeling

Align AI investment with business results.

We quantify cost savings, efficiency gains, and revenue potential to enable data‑driven decision making and leadership approval.


Commercial impact modeling

Analyzing the potential commercial impact of AI initiatives to quantify value, drive business outcomes, and prioritize investments effectively.

Benefits realization and value tracking

Monitoring and measuring the tangible benefits and value delivered by AI initiatives to ensure alignment with business goals and continuous optimization.

Cost structure and OPEX/CAPEX considerations

Evaluating the cost structure of AI initiatives, with a focus on OPEX and CAPEX considerations, to ensure financial sustainability and effective resource allocation.

Executive‑level investment justification

Building compelling business cases for AI investments, demonstrating ROI and strategic value to secure executive buy-in and drive funding decisions.

illustration of financial tools including a calculator, percentage symbol, and an upward-trending growth arrow.

Enterprise AI Roadmap

Plan for controlled, scalable AI adoption.

We create a phased roadmap with implementation priorities, capability sequencing, governance checkpoints, and milestone criteria.


Phased rollout model (0‑3, 3‑12, 12‑24 months)

Implementing a structured, phased AI rollout plan across short, mid, and long-term timelines to ensure smooth deployment and scalable growth.

Operating model and resourcing plan

Developing a strategic operating model and resourcing plan to ensure efficient AI deployment, with the right talent and processes in place for sustained success.

Governance, risk, and compliance integration

Integrating robust governance frameworks, risk management, and compliance protocols to ensure AI initiatives adhere to regulatory standards and mitigate potential risks.

Enterprise success metrics and KPIs

Defining and aligning enterprise success metrics and KPIs to effectively measure the impact of AI initiatives and drive business performance.

Digital network visualization with connected nodes representing people, symbolizing AI-driven analytics and data connections.

How We Work

We take a structured, outcome-driven approach to AI strategy and use-case discovery, ensuring every initiative aligns with your business goals. Our team collaborates closely with stakeholders to identify high-impact opportunities, assess data readiness, and define measurable success metrics. We prioritize feasibility, scalability, and ROI before moving to execution. This ensures your AI roadmap is practical, actionable, and built for long-term value.


Discover & Assess

Understand readiness, risks, and priority opportunities.

Define & Prioritize

Model value, build business cases, and select high‑impact use cases.

Roadmap & Align

Deliver roadmap and executive alignment for go‑forward investment decisions.

Person explaining an AI strategy on a glass board with sticky notes and flowcharts, representing AI strategy and use case discovery.

Start with Strategy, Not Software

A successful AI journey begins with clarity, governance, and measurable value. Centric helps organizations define strategic direction before technology decisions. Engage our experts to assess readiness and build your enterprise AI roadmap.

Comprehensive AI Strategy & Use-Case Discovery Services

We help organizations define a clear AI vision by identifying high-value use cases aligned with business objectives. Our services include AI maturity assessments, data and technology readiness evaluation, opportunity prioritization, and ROI-driven roadmap creation. We work closely with stakeholders to translate challenges into actionable AI initiatives. This ensures a strategic foundation that enables scalable, responsible, and impactful AI adoption.

Strategic AI Use Cases for Business Innovation

Business Outcomes

• Clarity on AI feasibility, risk, and value
• Executive alignment and investment confidence
• Prioritized use‑case portfolio with measurable ROI
• Roadmap for scalable and governed AI adoption
• Reduced pilot failure and value leakage

Who This Is For

• Organizations evaluating AI investment
• Teams stuck in pilot or POC mode
• Enterprises requiring governance and ROI clarity
• Leadership preparing for board‑level alignment

Talk to Our Experts
Strategic AI Use Cases for Business Innovation

See How We’ve Helped Businesses Achieve Their Goals

Our marketing strategies don’t just look good on paper—they deliver real, measurable results. Explore our success stories to see how Centric has empowered businesses like yours to thrive.

What Our Clients Say About Us

The team was flexible, attentive to the client's needs, and trustworthy. Centric's comprehensive, well-organized process and checklists were key elements of the project management approach.

Steve Louis

Senior Vice President - Promethean Energy

Centric has helped us achieve a 105% surge in conversions, a 47% decrease in cost per lead, an 8.58% conversion rate from paid advertising, and an ROI of 16.6 times

Bobby Grover

President - BigTex Storage

Centric delivered items on a lightning fast turnaround. They never once told us they couldn't do something, and always made it happen.

Rebecca Burley

HBMA

They came up with the requested solution with minimum to no materials available from our side.

Alberto Bianconi

General Manager - Omnialog

Their customer care and feedback research skills, and persistence in achieving great results were unique.

Amr Alkhatib

Brand Manager at Sharbatly Fruits

Centric delivered on time and also responded to everything we ever asked very promptly. Most of the time same day and if not within 24 hours they would respond.

Zakir Seyar

HRSS CPA

icon
icon

Tailored Marketing Solutions for Every Industry

No matter your sector, Centric delivers custom marketing strategies designed to meet your unique challenges and goals.

Our Thoughts

The $3 Google Ads Play That CMOs Can’t Afford to Ignore in 2026

Discover the $3 Google Ads strategy CMOs must use in 2026 to stay ahead of the competition and maximize marketing impact with this simple yet powerful approach.

|
AI.com Just Sold for $70 Million Was It Genius or Madness?

AI.com sold for $70 million—was it a brilliant move or a risky gamble? Explore the story behind the deal and its potential implications for the future of AI

|
Beyond the 30-Second Spot: The New Super Bowl Marketing Playbook

Discover the new Super Bowl marketing playbook beyond the 30-second ad spot, with innovative strategies and trends for engaging audiences.

|
Does Microsoft Copilot Use ChatGPT

Does Microsoft Copilot use ChatGPT? Discover how ChatGPT enhances Microsoft Copilot’s AI-powered features for improved performance.

|

Frequently Asked Questions

AI Strategy & Use-Case Discovery is a critical process where we help businesses identify and define high-value AI applications tailored to their unique needs. Through a combination of strategic analysis, data-driven insights, and advanced technologies like machine learning, we uncover opportunities where AI can drive significant business transformation, improve operational efficiency, and unlock new revenue streams.

We measure ROI by aligning AI use cases with your business objectives and tracking the tangible results that come from implementing AI solutions. Our approach includes analyzing operational improvements, cost reductions, and revenue growth to ensure that your investment in AI delivers measurable outcomes. With continuous monitoring, we optimize AI initiatives to deliver the highest return and maximize long-term value for your business.

AI Use-Case Discovery can transform your business by identifying and prioritizing AI solutions that directly address your core challenges. At Centric, we work closely with you to leverage cutting-edge AI technology—like predictive analytics —to optimize processes, improve customer engagement, and enable smarter decision-making. This approach drives both immediate and long-term improvements in efficiency, cost savings, and competitive advantage.

When choosing a partner for AI Strategy & Use-Case Discovery, look for a provider that brings deep industry expertise and a proven track record of delivering results. At Centric, we specialize in understanding your specific business needs and utilizing AI to address them effectively. We use advanced techniques in machine learning to identify opportunities and guide you through the AI adoption journey, ensuring that each use case we uncover provides measurable impact and clear value.

Reach out to our dedicated team of experts at Centric. Whether through our website or direct consultation, our specialists are ready to guide you through the discovery process and discuss how AI can best serve your business needs. We’ll connect you with the right AI strategy consultants to ensure you get personalized and actionable insights. Contact Now 

Yes, Centric provides continuous AI strategy support to help your business stay ahead of the curve. Our team works alongside you, refining strategies and optimizing AI implementations as technology evolves. From initial ai deployment to long-term scaling, we’re committed to ensuring that your AI initiatives continue to deliver maximum value and remain aligned with your business goals as they grow and change.

Absolutely. At Centric, we specialize in seamlessly integrating AI solutions with your existing systems. Our team ensures that new AI technologies are smoothly implemented alongside your current infrastructure, with minimal disruption. By combining the power of machine learning and automation, we help your organization enhance existing processes, improve data-driven decision-making, and scale AI initiatives efficiently without the need for a full system overhaul.

Contact us
-

Spanning 8 cities worldwide and with partners in 100 more, we're your local yet global agency.

Fancy a coffee, virtual or physical? It's on us – let's connect!

Contact us
-
smoke effect
smoke effect
smoke effect
smoke effect
smoke effect

Spanning 8 cities worldwide and with partners in 100 more, we're your local yet global agency.

Fancy a coffee, virtual or physical? It's on us – let's connect!