What is the difference between an AI Opportunity Assessment and an AI Capability Assessment?

An AI Opportunity Assessment identifies and prioritizes where AI can create value across your business. An AI Capability Assessment evaluates whether the AI purported to be part of a product or company is real and defensible. An AI Capability Assessment is generally used by PE investors evaluating investment in a company with strong AI claims around its business or product, whereas an AI Opportunity Assessment is used by any enterprise looking to leverage generative AI and machine learning to drive value across the organization.

Do you assess generative AI and machine learning opportunities specifically?

Yes. Kickdrum's AI Opportunity Assessment covers generative AI, machine learning, automation, and other AI applications aligned to business objectives.

What is an AI readiness assessment, and do you offer one?

An AI readiness assessment measures whether your data, systems, and teams are prepared to successfully adopt and scale AI solutions.

Abstract digital illustration of a red heart with network lines and nodes

AI OPPORTUNITY ASSESSMENT

Transform your enterprise with AI opportunities

As artificial intelligence becomes a “must have” for forward thinking organizations, Kickdrum helps enterprises prioritize the right AI initiatives to transform enterprise value.

WHAT IS AN AI OPPORTUNITY ASSESSMENT

An AI opportunity assessment identifies and prioritizes where AI will deliver the most value across your business, then hands you a build-ready roadmap. Prior to engaging Kickdrum, clients are often asking:

Where will AI add the most value in my organization?
How do I pick the right place to leverage AI?
What is the right AI initiative to go after next?

Kickdrum’s AI Opportunity Assessment uncovers immediately accessible and short-term “force multipliers,” along with longer term opportunities to leverage generative artificial intelligence and advanced machine learning to scale revenue, reduce your costs, and speed your response to the market.

WHAT TO EXPECT

Kickdrum’s experts in data science, pipelines, predictive analytics, and intelligent automation identify where AI will have the greatest impact on your business and enterprise value. Key opportunity areas include:

Product enhancements: Weave artificial intelligence into offerings to better analyze date, automate or personalize customer support, or differentiate products via features, speed, or scalability
Supercharged engineering: Accelerate developer productivity in creating code, building new features, fixing bugs, or testing products
Monetizing data: Analyze your data assets to gain insights and even create new product categories based on key learnings
Mitigating risk: Whether you are planning to use AI or already using it, Kickdrum can review and uncover potential risks to data and corporate safety and security

HOW IT WORKS

Kickdrum’s approach to AI opportunities combines leadership and customer interviews, technology and project roadmaps, industry research, and additional inputs to assess people, processes, data, architecture, operational burdens, and security and compliance issues. Within a few weeks, Kickdrum delivers a full AI opportunity assessment, recommends projects and personnel for transformation, offers prescriptive data and tool guidance, and delivers cost, timing, and ROI estimates.

WHAT YOU GET

A Kickdrum AI Opportunity Assessment offers a comprehensive assessment of your AI and ML opportunities for product enhancement, developer efficiency, data monetization, and risk mitigation. The assessment also includes a full evaluation and recommendation of commercial and/or open source tools and AI adoption models, and a build-ready roadmap.

Kickdrum also offers AI/ML Implementation services for organizations ready to deploy AI across their enterprise.

See a sample Opportunity Assessment

Assess your AI readiness

An AI readiness assessment looks at your data, systems, and team to gauge whether you can adopt AI successfully. We build this into every AI Opportunity Assessment, so you learn both where to start and whether you're ready to.

$20B+

Total Transaction Volume

40+

Private Equity Clients

25+

Former CXOs On Our US-Based Team

AI Opportunity Assessment: Common Questions

An AI opportunity assessment identifies and prioritizes where AI can create the most business value across your organization, then maps those opportunities into a practical, ROI-ranked roadmap. Kickdrum evaluates opportunities across product, engineering, data, and operations, and recommends where to start.
An AI Opportunity Assessment identifies and prioritizes where AI can create value across your business. An AI Capability Assessment evaluates whether the AI purported to be part of a product or company is real and defensible. An AI Capability assessment is generally used by PE investors evaluating investment in a company with strong AI claims around its business or product, whereas an AI Opportunity Assessment is used by any enterprise looking to leverage generative AI and machine learning to drive value across the organization.

Yes. Kickdrum's AI Opportunity Assessment covers generative AI, gen AI, and machine learning opportunities, and prioritizes each one by ROI and build feasibility.
An AI readiness assessment measures whether your data, systems, and team can support AI before you invest. Kickdrum builds this readiness view into every AI Opportunity Assessment.