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AI Adoption Consulting
 

AI Adoption Consulting

Put your business on autopilot.
David has one of the most broad-based minds I have ever seen. He is able to switch between the geek world and the high-level strategic world without missing a beat.— M. Smolens, Chairman Dotsub
Fortune 100 Client BaseSecurity Operations and Defensive Analysis CertifiedWebDev Insights Member
AI Adoption

Your trusted partner in becoming an AI-first company

AI is rapidly changing how businesses and teams operate, create, and grow. We help you move from curiosity to capability by designing and implementing AI solutions that align with your strategic goals, not just trends. Leveraging our proprietary methodology, you can rapidly validate high-impact use cases with lightweight pilots, reducing risk and cost to gain confidence before full-scale deployment.

Whether you’re experimenting or scaling, we guide your AI adoption from idea to execution.

Service Features

  • Collaborative AI Discovery Sprint.
  • Mapping of your current processes and tools.
  • Identify workflows ripe for automation or augmentation.
  • Prioritize use cases based on ROI, ease, and impact.

Service Features

  • AI adoption plan tailored to your goals and team.
  • Tool/vendor recommendations.
  • Build vs. buy decisions with cost and feasibility modeling.
  • Risk management and ethical frameworks.

Service Features

  • Prototyping and workflow design.
  • Custom AI agent engineering.
  • Fully managed automation pipelines.
  • Data-pipeline optimization support.
  • Performance analytics dashboard.
  • Intelligent access control.
  • Secure and compliant protocols.

Service Features

  • Enablement & Training.
  • Internal training on AI use cases.
  • Process documentation and SOPs.
  • Support with AI governance and data readiness.
AI Case Studies

High-Impact Applications That Drive Real Business Value

Explore some of the use cases that solve real business problems - whether it's streamlining workflows, automating repetitive tasks, increasing workplace safety, or unlocking new revenue opportunities. Here are some of the most valuable, in-demand AI applications for modern businesses.
Sales Enablement Automation

Sales Enablement Automation

Equip your sales team with AI-generated research, summaries, and personalized prospect materials.

Use Case

Sales Enablement Automation

Speed up prospecting with AI-curated lead summaries, proposal drafts, and tailored sales messaging.

AI helps reps stay focused on closing by automating tedious prep and enhancing personalization at scale.

Use Case
Executive Decision Support

Executive Decision Support

Support strategic decisions with AI-generated scenario planning, summaries, and options analysis.

Use Case

Executive Decision Support

AI helps synthesize complex data into clear narratives for C-level decision-making.

From forecasting to resource planning, this enables leadership to navigate faster with greater confidence and less noise.

Use Case
Case Study
Siemens

Siemens

Optimizing Manufacturing with Predictive Maintenance

Automated Reporting & Insights

Automated Reporting & Insights

Transform scattered data into actionable insights delivered in natural language.

Use Case

Automated Reporting & Insights

Reduce manual reporting time by generating dynamic summaries and insights from business data.

AI enables real-time updates and cross-source analysis, turning raw numbers into stories and recommendations for leadership and operational teams.

Use Case
Automated Customer Support

Automated Customer Support

Reduce ticket volume and response times with intelligent, self-service support systems.

Use Case

Automated Customer Support

Enhance customer service with AI-driven virtual agents that handle common inquiries, freeing your team to focus on complex cases.

Use AI to streamline tier-1 support, deliver instant answers 24/7, and continuously improve via feedback loops — improving both efficiency and customer satisfaction.

Use Case
Case Study
Amarra

Amarra

Streamlining E-commerce Operations with AI

AI-Powered Content Generation

AI-Powered Content Generation

Speed up content creation for marketing, sales, and internal use without sacrificing quality.

Use Case

AI-Powered Content Generation

Leverage AI to draft content across formats — from blog posts and newsletters to internal documentation.

Human editors remain in control while AI accelerates ideation, outlines, and drafts, significantly reducing time to publish while maintaining tone and accuracy.

Use Case
Internal Knowledge Assistants

Internal Knowledge Assistants

Enable staff to retrieve accurate, contextual knowledge instantly across tools and documentation.

Use Case

Internal Knowledge Assistants

AI can surface precise answers from your internal documentation, wikis, or policies — cutting down time spent searching and reducing errors.

Useful for onboarding, policy lookups, SOP access, and cross-functional collaboration.

Use Case
Case Study
Goldman Sachs

Goldman Sachs

Enhancing Productivity with AI Assistants

Lead Scoring & Qualification

Lead Scoring & Qualification

Prioritize leads more intelligently by detecting patterns in behavior, demographics, and signals.

Use Case

Lead Scoring & Qualification

Use AI to identify high-value leads based on historical conversion patterns, engagement signals, and firmographics.

This reduces wasted sales effort and increases close rates by focusing attention on the most promising opportunities.

Use Case
AI-Augmented Hiring & Talent Matching

AI-Augmented Hiring & Talent Matching

Streamline hiring by intelligently matching candidates with roles based on more than just keywords.

Use Case

AI-Augmented Hiring & Talent Matching

AI can analyze job descriptions and candidate data to surface better-fit profiles and reduce screening time.

It helps highlight overlooked talent and aligns hiring decisions with skills, culture, and growth potential.

Use Case
Case Study
Shawmut Design and Construction

Shawmut Design and Construction

Enhancing Jobsite Safety with AI

Process Automation & Workflow Optimization

Process Automation & Workflow Optimization

Reduce operational friction by streamlining repetitive or manual workflows with intelligent automation.

Use Case

Process Automation & Workflow Optimization

AI can help automate multi-step workflows such as approvals, updates, or status changes across systems.

This reduces bottlenecks, human error, and time spent on low-value admin tasks — freeing up teams for higher-leverage work.

Use Case
Customer Churn Prediction & Retention

Customer Churn Prediction & Retention

Predict which customers are likely to churn and proactively intervene to retain them.

Use Case

Customer Churn Prediction & Retention

AI models can flag customers at risk of leaving based on behavior, usage trends, and sentiment — allowing your team to act early.

This protects recurring revenue and improves lifetime value through targeted retention strategies.

Use Case
Case Study
Headway

Headway

Accelerating Access to In-Network Mental Health Care

Hyper-Personalized Customer Experiences

Hyper-Personalized Customer Experiences

Deliver uniquely tailored experiences across touchpoints using real-time customer data.

Use Case

Hyper-Personalized Customer Experiences

AI enables businesses to tailor marketing, product recommendations, and user journeys down to the individual.

By analyzing behavioral data, preferences, and context in real-time, AI delivers content and experiences that feel custom-built — improving metrics across channels.

Use Case
Case Study
KPMG

KPMG

Transforming Professional Services with AI

You're In Good Company

Trusted by global brands and visionary leaders

David works with high-growth startups and industry leading brands globally, helping them to navigate complex challenges, seize emerging opportunities, and stay ahead in todays rapidly evolving landscape.
Fortune 100 Client BaseSecurity Operations and Defensive Analysis CertifiedWebDev Insights Member
Dremel
KFC
Scotch & Soda
Google
IQOS
T-Mobile
Albert Heijn
Cosmos Network
L'Orreal
ING
Samsung
Eneco
McCann
Phillip Morris International
Saga
Vodafone
AI Business School
Evoke Staffing
Budgetplan
Quby
Simcenter
Polson
ESH Media
ABF
Diabetesvereneging Nederland
Koninklijke Visio
Matter (formaly MPG.Today
54events
Marviq
Typetone AI
Stripe
Revpanda
Gartner
Lets Talk

Ready to Make AI Work for You?

Let’s redefine how you do business, making you faster, smarter, and more competitive.
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In case you
missed anything.

A strategic approach begins with understanding your core business objectives and identifying specific workflows or areas where AI can provide the most significant impact. An AI Opportunity Assessment helps pinpoint these high-potential use cases by analyzing your current processes, tools, and data.

Not at all. While large AI initiatives often carry high costs, our unique approach emphasizes speed, flexibility, and ROI. Our proprietary methodology allows you to rapidly identify, test, and refine high-potential use cases through lightweight pilots—requiring minimal investment and no long-term commitments. This lets you validate value early, reduce risk, and build a clear business case before scaling further.

Selecting the appropriate AI ecosystem requires careful consideration of your specific needs, technical infrastructure, and team capabilities. A Strategic AI Roadmap provides tailored recommendations for tools and vendors (like OpenAI, Claude, LangChain, etc.) based on a build-vs-buy analysis and feasibility modeling.

The required technical expertise depends on the complexity of the AI solutions being implemented. Our services include Pilot Implementation Support, which involves prototyping, workflow design, and light integrations, often bridging the gap between your team's current capabilities and the new AI technologies.

Our unique approach emphasizes speed, flexibility, and ROI. Leveraging our proprietary methodology, you can rapidly validate high-impact use cases with lightweight pilots—reducing risk and cost to gain confidence before full-scale deployment

The AI Opportunity Assessment is a perfect way to gain data-driven insights into the potential of AI for your business. Furthermore, our Strategic AI Roadmap includes cost and feasibility modeling to help you make informed decisions and focus on implementations that offer the most significant returns.

Successful AI adoption requires careful integration with your current processes and tools. Our Pilot Implementation Support includes workflow design and vendor coordination to ensure a smooth and effective integration process.

Potential risks include data privacy concerns, governance challenges, and the need for internal training. Our Emerging Technology Analysis service includes support with AI governance and data readiness, as well as enablement and training to equip your team.

The timeline for seeing results varies depending on the complexity and scope of the AI initiatives. Our AI Discovery Sprint is designed for a fast-track audit and use case discovery within two weeks, allowing for quicker identification of potential value.Our pilot integration services are built around our proprietary methodology, enabling rapid validation of high-impact use cases with lightweight pilots, reducing risk and cost before making any long-term commitments.

Success metrics are defined collaboratively based on your specific goals. These can include increased efficiency, automation rates, improved decision-making, or new revenue streams. Regular progress reviews are essential to ensure alignment and track progress. We can also provide live dashboards/reports to track the performance andd impact of your AI solutions.

Staying ahead of the curve is crucial in the AI space. Our Emerging Technology Analysis keeps you informed about the latest advancements and helps you understand how they can be applied to your business. We provide guidance on tools and strategies to leverage these emerging technologies effectively.

We offer flexible engagement models to suit your needs, including short AI Discovery Sprints for rapid assessments, more in-depth Strategy & Roadmap engagements, and ongoing support as a Fractional AI Advisor for continuous guidance and execution.

The information on this website is intended to give you a general understanding of what I do, but every business, individual, and market is unique. For the best results, I believe in taking a personalized approach — what works for one may not work for another. Our world is always evolving, so the content you see here might not always reflect the latest developments. While I do my best to keep everything accurate and up-to-date, things can change. For the most up-to-date and tailored advice, I encourage you to reach out for a personalized consultation.