Catalyze AX.
For Enterprises.
The optimal partnership for launching AI-driven products or maximizing internal efficiency through AX (AI Transformation). Stop theorizing. Start executing.
Tailored for Your
Enterprise Context
Track 1: New Product Launch
For enterprises aiming to rapidly bring a new AI-powered product or feature to market.
- Deep market analysis, user interviews, and competitor research.
- Rapid, production-ready MVP prototyping that validates assumptions.
- Full Go-To-Market (GTM) strategy with automated acquisition channels.
- Bridging engineering, design, and executive strategy.
Track 2: Internal AX
For organizations seeking to optimize internal processes and workforce efficiency through AI transformation.
- Identifying high-impact areas for strategic AI adoption.
- Building custom internal tools tailored to specific departmental needs.
- Close collaboration with stakeholders to drive seamless change management.
- 1-person studio model: Training your team to use and build their tools continually.
Dual-Track AI Strategy
Whether you are capturing new markets with an MVP or optimizing internal processes, the roadmap is highly specialized to achieve outcomes rapidly.
Track 1: New Product Launch
Market & Validation
Ensuring PMF early
Before writing a single line of code, we dive deep into market dynamics, competitor landscapes, and user interviews to ensure the AI product solves a real problem and fits the market demand perfectly.
MVP Prototyping
Production-ready
Engineering a lean, robust MVP built to scale. I leverage modern web frameworks and AI platforms to validate core assumptions rapidly, keeping technical debt low.
Zero-Cost GTM
Automated Acquisition
Establishing automated acquisition pipelines. Using proven strategies like programmatic SEO, social hooks, and content funnels to drive initial traction with minimal ad spend.
Track 2: Internal AX (AI Transformation)
Impact Definition
Strategic alignment
Collaborating with C-level executives and department heads to audit workflows and pinpoint high-impact processes where AI can drastically reduce costs or execution time.
Custom Internal Tools
Process Automation
Developing bespoke LLM pipelines, internal knowledge bases, and automation agents precisely tailored to your company's proprietary data and pain points.
Education & Studio
Culture Shift
Fostering an AI-native culture. I act as an in-house studio to create high-quality training materials, conduct staff workshops, and empower your team to maintain and even build upon their new AI tools.
What You Actually Get
Cross-Functional Collaboration
I integrate seamlessly with your C-level executives, engineers, designers, and marketers, acting as a bridge to align technical execution with overarching strategy.
Rapid Deployment
Whether launching an MVP or internal tool, speed is prioritizing. I deliver production-ready software in weeks, not months, utilizing agile iterations.
1-Person Training Studio
Transitioning tech isn't enough; your team needs to adopt it. I create high-fidelity demos, documentation, and training using modern media tools.
Rigorous Market Validation
For new products, I bring my founder-experience to conduct deep user research, competitor analysis, and demand validation.
Zero-Cost GTM Strategy
I design and implement automated acquisition pipelines, leveraging organic content, programmatic SEO, and social hooks for your new product.
Custom AI Architecture
I design scalable AI architectures tailored to your specific data privacy needs, workflow automations, and LLM utilization goals.
Why Partner
With Me?
I'm not a career coach or a theorist. I've been in the trenches — founded PLACES (raised $350K pre-seed), shipped 4 AI products from scratch, achieved 1M+ impressions in a single GTM launch, and delivered $1.3M cost reduction at Samsung Electronics. Every lesson I teach comes from a real mistake or a real win.
"I built Trachemy, Genkle, FTJA, and TSF while running JTG.ai — each with a different stack, a different market, and different constraints. That pattern-matching is what I bring to our sessions."
Pricing
High-impact AI execution partnerships for enterprises. Remote-first delivery (negotiable) with flexible monthly extensions. Engagements start from $10,000/mo.
Rapid execution for new product launches or specific workflow automation.
- Strategic Planning & AI Roadmap
- Production-Grade Working AI Product
- Market Validation & GTM Resources
- Remote-First Collaboration
- Monthly Flexible Extensions
Long-term partnership for organizational AI transition and internal enablement.
- Process Audit & AX Roadmap
- Custom LLM Pipelines & Tools
- Staff Workshops & Training
- Ongoing 1-Person Studio Access
- Dedicated Real-time Communication Channel
Flexible engagements tailored to your enterprise scope · Availability is limited to guarantee quality output.
Common Questions
How is this different from a traditional agency?
Unlike agencies with long communication chains, I operate as a high-velocity '1-person studio'. This model eliminates overhead, drastically accelerates decision-making, and focuses on manifest outcomes rather than billable hours. You get direct access to the architect and builder in one person.
How do you handle data privacy and security?
Security is built into the architecture. We prioritize enterprise-grade tools like Azure OpenAI or OpenAI Enterprise with zero-retention policies. For highly sensitive use cases, I provide options for local LLM deployment within your private infrastructure. Full NDA compliance is guaranteed.
Can you integrate with our legacy systems?
Yes. Whether it's ERP, CRM, or custom internal databases, I build secure API layers and data pipelines to bridge your existing legacy assets with modern AI workflows. The goal is to enhance your current systems with AI, not just replace them.
What happens after the PoC is launched?
Engagement is flexible. You can extend the partnership monthly for iterative improvements or request a full technical handover. I provide comprehensive documentation and code walkthroughs to ensure your internal team can take over seamlessly if desired.
Who owns the intellectual property (IP)?
You do. All source code, design assets, and infrastructure configurations developed during the partnership are 100% owned by the client. I act as an execution catalyst, and the resulting value stays within your organization.
Accelerate Your
Enterprise AI Roadmap
Whether you're launching a new venture or transforming internal operations, let's discuss a strategic partnership that delivers outcomes, not just slide decks.