Turn your engineering team into an AI-native shipping machine.
I embed into your team for a focused sprint and rewire how you build — so AI stops being a side experiment and starts being how you ship.
Upwork Expert-Vetted · Built AI systems for 3M, Koch, QuEra, and more.
Stuck on POCs
Your team has tried Copilot, ChatGPT, maybe Cursor — but nothing made it into your actual workflow. POCs sit in branches, never merged.
Tool Chaos
Every engineer uses different AI tools differently. There's no shared playbook, no standards, no way to measure what's actually working.
Shipping Slower
Despite the AI hype, your cycle times haven't improved. PRs still take days. QA is still the bottleneck. Developers are busy but not faster.
After our engagement, your team will have AI integrated into their daily workflow — not as a toy, but as infrastructure. Real adoption, not just awareness.
Advisory
$5,000/mo
Strategic guidance for teams that want direction without embedded execution.
- >Weekly strategy sessions
- >AI tooling audit & roadmap
- >Architecture review
- >Async Slack support
- >Team workflow analysis
Embedded
$10,000/mo
I join your team's cadence and implement AI workflows hands-on. This is where real change happens.
- >Everything in Advisory
- >Hands-on implementation
- >4 team workshops
- >Custom AI workflow setup
- >PR review & pair sessions
- >Operating model handoff
Full Build
$15,000+
End-to-end AI system design and build. I own the technical execution from architecture to production.
- >Everything in Embedded
- >Custom AI agent development
- >RAG pipeline architecture
- >Production deployment
- >Full documentation & handoff
- >3 months post-launch support
4x more PRs per sprint
of manual QA & ops tasks
reduction in time to ship
“Neco got our 8-person engineering team using AI in their daily workflow within two weeks. Not just Copilot autocomplete — actual agentic workflows for code review, testing, and deployment. Our sprint velocity doubled.”
Sarah Chen
VP Engineering, Series B Fintech
“We tried to roll out AI tools ourselves for months and got nowhere. Neco came in, audited our workflow, and built a system that actually stuck. The ROI was obvious within the first week.”
Marcus Weber
CTO, Enterprise SaaS ($20M ARR)
“The workshops alone were worth it. But the custom AI workflows he built for our QA pipeline saved us 15 hours a week. We renewed for a second engagement immediately.”
Ayumi Tanaka
Head of Engineering, Health Tech Startup
- Software teams of 5-50 engineers
- You've tried AI tools but adoption didn't stick
- You want measurable shipping speed improvements
- Engineering leadership is bought in
- Looking for a generic AI strategy deck
- No engineering team to implement with
- Need a full-time hire, not a sprint engagement
How is this different from AI consulting firms?+
I don't write decks. I write code. I embed into your team, work in your codebase, and build workflows that your engineers actually use after I leave.
What tools do you work with?+
Claude Code, Cursor, Copilot, custom MCP servers, LangChain, RAG pipelines — whatever fits your stack. I'm tool-agnostic and focused on outcomes.
How long is a typical engagement?+
The Embedded tier runs month-to-month but most teams see transformative results in 4-8 weeks. Advisory is ongoing. Full Build depends on scope.
Can you work with remote teams?+
Yes. Most engagements are fully remote. I work async-first with synchronous touchpoints built into the cadence.
What if our team doesn't adopt the new workflows?+
That's the whole point of embedding vs. consulting. I don't hand you a playbook and leave. I build the workflows alongside your engineers so adoption happens naturally through the work.
Ready to ship with AI — for real?
Limited availability. I take on 2-3 new clients per quarter.
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