Turn AI Tools Into Organizational Advantage
Sure, your team uses ChatGPT. But do you have standards? Workflows? Processes that actually make you more efficient?
6.5 years consulting • 25+ clients • Multiple industries
Everyone's using AI individually
Nobody's using AI organizationally.
The reality today:
- Engineers using Cursor, designers using Midjourney, PMs using ChatGPT
- Zero coordination. No standards.
- No measurable efficiency gains
- Communication overhead still high
- Too many meetings, not enough streamlining
What's possible:
- Organization-wide AI workflows and standards
- Measurable efficiency improvements
- Reduced meeting time
- Less communication overhead
- Simplified execution
AI is a tool. The question isn't whether you use it—it's whether you use it strategically.
What I actually do
I don't just recommend AI tools. I design AI workflows that make your organization more efficient.
Development workflows with AI
Code generation standards, AI-assisted code review, testing automation, documentation generation
Communication and project management
Meeting reduction strategies, async communication workflows, automated status updates
Knowledge management and onboarding
Documentation maintenance, AI-powered knowledge bases, faster team onboarding
Testing and QA automation
AI-assisted test generation, automated quality checks, continuous testing workflows
Process optimization
Identifying inefficiencies, streamlining workflows, eliminating repetitive work
Documentation and maintenance
Auto-generated docs, code commenting standards, living documentation systems
Less meetings. Less overhead. More shipping.
Why me?
6.5 years consulting experience
I've worked with founders who had an idea and companies refactoring million-dollar codebases.
~25 different clients
From pre-seed startups to multi-million companies across Fintech, Cyber, SaaS, Healthtech, and more.
Cross-industry experience
I've seen how different industries handle similar problems. I bring solutions that work, not theory.
Obsessed with efficiency
I've spent years finding ways to make development better. Now, with AI, the possibilities are endless.
Industries I've worked in:
I don't just understand these domains—I've shipped production code in them.
What you actually get
This isn't a PDF you file away. It's a partnership to make your development actually effective.
Deliverables:
AI implementation roadmap
Specific to your organization, not generic best practices
Documented workflows and standards
Clear guidelines your team can actually follow
Team training and onboarding
Get your team up to speed with the new workflows
Measurable efficiency metrics
Track the actual impact on your organization
Ongoing support and iteration
Continuous improvement as you scale
Outcomes:
Reduced meeting time
Fewer sync meetings, more async communication
Faster onboarding
New team members get up to speed faster
Less communication overhead
Clearer processes mean less back-and-forth
More consistent quality
Standards ensure everyone delivers at the same level
Better documentation
Living docs that stay updated, not stale wikis
Simplified execution
Less complexity, more velocity
You'll get workflows that actually work, not theoretical best practices.
The process
Simple. Straightforward. No 6-month consulting engagements unless you need them.
Discovery Call
Understand your org, current AI usage, pain points
Assessment
Analyze workflows, identify efficiency opportunities
Strategy
Design AI implementation plan specific to your needs
Implementation
Roll out workflows, train team, establish standards
Iteration
Measure results, refine approach, optimize further
Who this is for
You're a good fit if:
- You know AI can make your org more efficient but don't know where to start
- Your team already uses AI individually, you want organizational benefits
- You're frustrated by communication overhead and process inefficiency
- You're open to changing workflows and adopting new processes
- You're a technical leader who understands that better infrastructure = faster features
You're not a good fit if:
- You think AI is magic or expect results without process changes
- You're looking for a quick AI magic bullet
- You're not willing to invest in process changes
- You expect AI to replace thinking
- You want AI implementation without team buy-in
Every industry has communication overhead
Every team has repetitive work. AI can help—if implemented right.
Development Teams
Code generation, review automation, testing workflows, documentation
Product Teams
Requirement gathering, feature documentation, user research synthesis
Support Teams
Knowledge base automation, response templates, ticket categorization
Operations
Process documentation, onboarding automation, training materials
I've implemented AI workflows for development teams building payment systems and healthtech platforms.
Ready to turn AI into organizational advantage?
Book a call. Let's explore what AI can do for your organization.
No sales pitch. Just a conversation about where AI can make you more efficient.