I help growing companies implement AI that solves real business problems and generates measurable ROI
Most companies are either doing nothing with AI or throwing ChatGPT at random problems hoping something works. I focus on strategic implementations that enhance your business operations, not complicate them.
Problem-first, not technology-first
I've built AI products that generate revenue (like Accountabilly) and integrated AI into client systems that save thousands monthly. Here's what actually works:
AI should eliminate manual work, enhance customer experience, or create competitive advantages. If it's not solving a genuine business problem, don't build it.
Built Accountabilly to solve procrastination, not just to use ChatGPT
Begin with focused use cases that deliver immediate value, then expand based on results and learnings.
Started with basic AI coaching, added voice transcription when users requested it
AI works best when it enhances existing workflows rather than forcing completely new processes.
Integrated AI into Scart's existing order processing instead of rebuilding everything
The most effective implementations augment human capabilities rather than trying to replace people entirely.
AI handles routine questions, humans handle complex customer relationships
From concept to paying users in 2 weeks
Friends were struggling with goal achievement. Traditional tracking apps weren't helping when motivation dropped - they needed real accountability, not just logging.
Built an AI accountability coach that provides personalized guidance and challenges users when they make excuses.
Identified that the core issue wasn't tracking but lack of intelligent push-back during difficult moments
💡 Users needed someone to ask hard questions and challenge their thinking, not just record progress
Crafted an AI coach personality that provides direct, challenging feedback while remaining supportive
💡 Generic ChatGPT responses don't work - you need contextual, personalized coaching based on user psychology
Added Whisper API for voice check-ins because users wanted hands-free progress updates
💡 Voice input dramatically increases usage frequency - removes friction from the accountability process
Implemented freemium subscription tiers with usage-based limits to validate willingness to pay
💡 AI costs require subscription models - built monetization into the core experience from day one
Strategic AI that enhances your business operations
Eliminate manual tasks that waste your team's time and create errors
Enhance how customers interact with your business through intelligent systems
Scale content creation while maintaining quality and brand consistency
Build AI-powered products that create new revenue streams or competitive advantages
Strategic approach that minimizes risk and maximizes value
1 week
Identify where AI can solve real problems in your business, not just where it's technically possible.
AI Strategy Document with prioritized implementation roadmap
2-3 weeks
Build working prototypes that demonstrate value before full implementation investment.
Working AI prototype with performance metrics and scaling plan
4-8 weeks
Deploy AI solutions that integrate seamlessly with your existing business operations.
Fully operational AI system with monitoring, support, and optimization
Ongoing
Continuous improvement based on real usage data and business feedback.
Optimized AI systems with roadmap for future enhancements
Real implementations with measurable business results
Built production applications with 1000+ API calls daily, optimized for cost and performance
Integrated voice capabilities into mobile apps with real-time transcription and processing
Connected AI systems to existing business processes and ERP systems for seamless operation
Shipped AI-powered mobile apps to App Store and Google Play with subscription models
Common mistakes that waste money and create frustration
Reality: AI works best for specific, well-defined tasks. Trying to automate everything at once leads to complex systems that don't work well.
My Approach: Start with one high-value process, perfect it, then expand systematically.
Reality: Most businesses get better results faster using existing AI APIs with smart integration and prompting strategies.
My Approach: Use proven AI services with custom business logic - faster, cheaper, more reliable.
Reality: Modern AI APIs are incredibly cost-effective when implemented strategically. Many implementations pay for themselves in weeks.
My Approach: Focus on high-ROI use cases first, measure results, reinvest savings into expansion.
Reality: The best AI implementations make employees more effective, not obsolete. Humans focus on high-value work while AI handles routine tasks.
My Approach: Augment human capabilities rather than trying to replace people entirely.
I've built AI products with paying users and helped companies implement AI that actually saves money and improves operations. Let's talk about what makes sense for your business.
Companies that implement AI strategically now have a huge advantage over those still figuring it out. Let's discuss your opportunities this week.
