Perfect For
- ✓Building AI in-house, want expert review
- ✓New to ML/AI, want to avoid expensive mistakes
- ✓Prefer ongoing guidance vs one-time build
- ✓Need validation before major decisions
What's Included
Expert guidance when you need it
Technical Calls
Architecture review, design guidance, strategic decisions. Scheduled as needed.
Async Support
Email or Slack for questions. Fast response during business hours.
Code Review
Review AI-related PRs. Catch issues before production.
Technical Validation
Sanity-check your approach before you build.
Cost Optimization
API usage review, caching strategies, waste reduction.
Best Practices
Patterns that work, anti-patterns to avoid.
Common Topics
Questions we help teams answer
Getting Started
- • OpenAI vs Anthropic vs open source?
- • RAG vs fine-tuning vs prompt engineering?
- • How should we architect this?
Implementation
- • Model accuracy stuck at 60%—how to improve?
- • Prompts unreliable—what are we doing wrong?
- • How to test LLM features?
Cost & Performance
- • OpenAI bill exploded—help us optimize
- • Reduce latency without sacrificing quality?
- • When to switch to cheaper models?
How Teams Work With Us
Common patterns
Pre-Build Validation
Planning AI features, want expert review before building
- •Calls during design and early implementation
- •Architecture validation before you commit
- •Transition out once team is confident
→ Ship faster with fewer false starts
Ongoing Optimization
Already built something, facing issues
- •Troubleshooting support
- •Cost and performance tuning
- •Fix issues before they escalate
→ Get unstuck and ship improvements
Fractional Advisor
Building multiple AI features over time
- •Strategic guidance as needed
- •Ad-hoc support for new initiatives
- •Long-term technical partnership
→ Trusted advisor as you scale
Why This Works
Cheaper Than Hiring
Fraction of full-time ML engineer cost. Senior expertise, no salary.
Flexible
Adjust frequency. Pause anytime. No contracts.
Avoid Mistakes
Second opinion before you build something that won't work.
Fast Response
One business day. No waiting.
Learn As You Go
We teach the "why," your team gets better over time.
Common Questions
How flexible is the engagement?
Very. We adjust to your needs. Pause when not actively building. No long-term commitments.
Do you review code in our repo?
If we have access, yes. Otherwise share via email or Slack.
What if we need you to write code?
Then we switch to Development Sprint. We're flexible.
Ready for Expert Guidance?
Free 30-minute consultation. Discuss AI plans, assess fit. No obligation.