Our Services
Comprehensive AI Engineering Consulting
From assessment through transformation and ongoing support — we meet you where you are and take you where you need to go.
AI Readiness Assessment
Understand where you are and where you can go.
Most engineering organizations know they should be using AI — but they don't know where the biggest impact lies. Is it code generation? Testing? Code review? Architecture? The answer is different for every team, and getting it wrong means wasted budget and frustrated engineers.
Our AI Readiness Assessment is a focused 1–2 week engagement where we analyze your current development workflows, toolchain, codebase patterns, and team dynamics. We identify the specific bottlenecks where AI can have the highest impact — and equally important, where it won't help.
You walk away with a prioritized roadmap, tool recommendations, and a clear picture of expected ROI — so you can make investment decisions with confidence.
What You Get
- Current workflow analysis and bottleneck identification
- AI opportunity mapping across the SDLC
- Tool recommendation report (Claude Code, Copilot, Cursor, etc.)
- Prioritized adoption roadmap with expected ROI
- Risk assessment and mitigation strategy
Ideal for: Engineering leaders who know they need to adopt AI but don't know where to start.
AI Workflow Transformation
Redesign how your team builds software.
This is our flagship engagement. We don't just tell you what to change — we embed with your team and change it. Over 4–8 weeks, we redesign your development workflows around AI tooling, implement the changes, train your team, and measure the results.
We start with your highest-impact workflows and expand from there. That might mean setting up Claude Code across the team with custom prompt libraries for your codebase. It might mean redesigning your code review process to leverage AI-assisted analysis. It might mean automating test generation or documentation.
The end state is a team that's measurably faster — with the skills, workflows, and confidence to keep improving after we leave.
What You Get
- AI-integrated development workflow design
- Claude Code / AI tooling setup and configuration
- Custom prompt libraries and templates for your codebase
- AI-assisted code review process implementation
- Automated testing strategy powered by AI
- Developer training workshops (hands-on, not slides)
- Metrics dashboard: velocity, quality, adoption rates
Ideal for: Teams ready to go all-in on AI-native development.
Team Training & Enablement
Turn your engineers into AI-native developers.
Tools are only as good as the people using them. Our training program goes beyond 'here's how to use Copilot' — we teach the judgment, patterns, and workflows that separate productive AI use from dangerous AI use.
Engineers learn to evaluate AI output critically, catch subtle errors, understand when AI is confidently wrong, and use AI to explore architectural tradeoffs rather than just generate boilerplate. Workshops use your actual codebase — not toy examples.
Training includes 4 weeks of post-workshop support: office hours, async Q&A, and review of how the team is applying what they learned.
What You Get
- Hands-on workshops: Claude Code, AI-assisted architecture, prompt engineering
- AI code review: catching when AI is subtly wrong
- When to use AI vs. when not to — building judgment
- Custom exercises using your actual codebase
- Ongoing office hours and support (4 weeks post-training)
Ideal for: Teams that have the tools but need the skills.
AI-Assisted Architecture & Code Review
Expert eyes on your most critical decisions.
Not every team needs a full transformation — sometimes you need an experienced engineer who thinks in systems and uses AI to move faster. Our Architecture & Code Review service gives you on-demand access to senior engineering judgment.
Think of it as a fractional Staff Engineer with an AI-native workflow. We review your architecture decisions, audit critical code paths, prototype approaches using AI, and provide written recommendations with implementation guidance.
Available as an ongoing retainer or project-based engagement — ideal for startups that need senior horsepower without a full-time salary.
What You Get
- Architecture review and recommendations
- Code audit with AI-assisted analysis
- Technical decision support for complex tradeoffs
- System design sessions with AI-powered prototyping
- Written recommendations with implementation guidance
Ideal for: Startups and scale-ups that need senior engineering judgment without a full-time hire.
Ready to Transform How Your Team Builds?
Book a free 30-minute consultation. We'll discuss your current workflow, identify quick wins, and map out what AI-native development could look like for your team.
No commitment. No pitch deck. Just a real conversation about your engineering workflow.