AI Integration & Automation
Real AI implementation that creates business value, not demos. For companies ready to move beyond the hype.
Book a TimeThe AI Reality Check
Everyone says you need AI. Your competitors claim they're using it. But most companies don't know where to start or how to separate signal from noise.
I've spent the last two years building AI-native companies and integrating AI into products and operations. I know what works, what's hype, and where AI creates real value.
❌ AI Theater
Chatbots that don't work. Pilot projects that never ship. Vendors who demo impressive tools you can't actually use.
✓ Real AI Value
Automated workflows that save real hours. Product features customers pay for. Operations with fewer manual steps.
What I Do
AI Readiness Assessment
I audit your current processes, data, and systems to identify where AI creates value versus where it's just hype. Then I build the highest-value opportunities first.
- •Workflow analysis to find automation opportunities
- •Data assessment for AI feasibility
- •Cost-benefit analysis for each opportunity
Workflow Automation
I identify repetitive processes eating up your team's time and automate them with AI. Real time and money savings, not proof-of-concepts.
- •Customer support automation
- •Document processing and data entry
- •Content generation and summarization
AI Product Integration
I build AI features into your product with your team—from strategy to shipped. Features customers actually pay for.
- •Feature strategy and roadmap
- •Architecture design for AI features
- •Implementation and code review
Team Training & Enablement
I train your team to use AI tools effectively so the value compounds after I leave. Practical workshops, not theoretical overviews.
- •AI tool integration into daily workflows
- •Prompt engineering for real use cases
- •Best practices documentation
Why AI Comes Last
AI speeds up a healthy system. It also speeds up a broken one.
Accelerate is the fourth stage. Add AI to stable parts of the system. See, Stabilize, and Scale come first.
Ready to Use AI Effectively?
I start by measuring where your team is. When the base is stable, I add AI agents to the parts that are ready. Every engagement starts with a free Lite assessment: a short questionnaire, a one-page readout, and a 30-minute readout call.
Book a Time