Pre-purchase AI risk assessment.

Helping market research organizations avoid costly AI mistakes.

Most companies focus on what AI tools can do. I focus on what could go wrong.

Before you invest $50K-$200K+ in AI technology, get the critical questions answered. I help market research organizations assess AI readiness, identify implementation risks, and avoid the costly mistakes that turn promising AI investments into expensive regrets.

Get your AI investment right the first time. The real cost isn't the technology, it's what you didn't plan for.

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Core Services

Leveraging decades of experience for your team

Pre-Purchase AI Assessment

Don't invest in AI tools until you know what could go wrong. Comprehensive evaluation of your organization's AI readiness, including team preparedness, data security considerations, and integration challenges.

AI Vendor Due Diligence

Get the critical questions answered before you sign. I help you evaluate AI vendors beyond their sales pitch - covering compliance, data handling, integration requirements, and hidden costs.

Implementation Risk Analysis

Identify the stakeholders, processes, and resources you haven't considered. Detailed analysis of what could derail your AI initiative before you invest.

AI Strategy Workshops

Get your leadership team aligned on AI investment priorities. Interactive sessions to assess readiness, identify risks, and create implementation roadmaps that actually work.

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Work with your next best friend in the market research industry who will look into the future and help you avoid unnecessary risks.