AI-Native Consulting

Expert guidance to help your team build, scale, and ship AI-powered products with clean architecture and confidence. Architecture-first AI product development from idea to launch.

What You Get

Architecture-first approach for maintainable AI products
Hands-on code reviews and architecture guidance
Fast prototyping and MVP delivery without technical debt
Privacy and compliance best practices for AI applications
Ongoing support and scaling strategies as you grow
Custom AI integration for your tech stack
No vendor lock-in, open standards only
Results-focused, not hype-driven consulting
Direct access to senior consultants, not junior staff
Flexible engagement models (project-based or retainer)

Duration

Flexible (project-based or retainer)

Price

Custom (contact for quote)

AI-Native Consulting

Build, scale, and ship AI-powered products with confidence.

You have an AI product idea. The vision is clear, but the path forward isn’t. How do you integrate AI without creating a mess? How do you scale without accumulating tech debt? How do you ship fast without sacrificing architecture?

Most consultants will sell you the dream—slides about AI transformation, vague promises about competitive advantage. We skip the theater. We help you actually build it.

The Problem We Solve

You have an AI product idea, but turning it into reality feels overwhelming. How do you integrate AI without creating a mess? How do you scale without accumulating tech debt? How do you ship fast without sacrificing architecture? You need guidance, but most consultants talk in buzzwords, not solutions. They sell the dream, not the reality.

Sound familiar? The AI consulting industry is full of slide-deck consultants who promise transformation but deliver presentations. You need actual help building, not just advising.

How We Work

We start with your actual problem—not generic “AI transformation” nonsense. We review your idea, assess feasibility, and design an architecture that fits your constraints. Then we work alongside your team: prototype critical paths, establish patterns, and help you ship. Think of us as senior engineers on your team, not consultants who disappear after slide decks.

We can take a hands-on role writing code and building alongside your team, or we can guide architecture decisions and code reviews. It depends on your needs and timeline. Many engagements involve both—hands-on work for critical paths, guidance for the rest.

Who This Is For

Startups and teams building AI-powered products who want expert guidance without the consulting theater. If you need actual help building and scaling, not just strategy presentations, this is for you.

We also work with teams who have built an MVP and need help scaling, or teams facing architectural decisions they’re not sure how to navigate. Early stage or growing—we help with the hard parts.

We work with F#, Rust, TypeScript, Python, and whatever else you’re using. The stack matters less than the architecture—and that’s where we help.

Ready to Build Something Great?

Let’s talk about your product idea and figure out how to make it real. We start with a free consultation to understand your situation and see if we’re a good fit.

Frequently Asked Questions

What makes this different from other AI consulting firms?

We focus on building, not just advising. No generic 'AI transformation' presentations—we review your actual code, help you architect real solutions, and work alongside your team to ship. You get senior engineers, not junior consultants who only know buzzwords.

Do you build the product for us, or do you guide us?

Both. We can take a hands-on role writing code and building alongside your team, or we can guide architecture decisions and code reviews. It depends on your needs and timeline. Many engagements involve both—hands-on work for critical paths, guidance for the rest.

How do you ensure we don't end up with vendor lock-in?

We use open standards and avoid proprietary platforms. When we integrate AI services, we architect for flexibility—you can switch providers without rewriting everything. No 'all-in-one AI platforms' that trap you. Open standards, modular architecture, your choice.

Can you help with privacy and compliance?

Yes. We design architectures with privacy by design—data handling, user consent, compliance requirements. We're familiar with GDPR, CCPA, and industry-specific regulations. Privacy isn't an afterthought, it's built into the architecture from day one.

What if we're very early stage or just have an idea?

Early stage is perfect. We can help assess feasibility, design the architecture, and build a prototype. Better to establish good patterns from day one than to refactor later. We work with solo founders and small teams.

Do you help with scaling after launch?

Yes. Many clients continue with retainer agreements for ongoing architecture guidance as they scale. We help with performance optimization, scaling strategies, and architectural decisions that come with growth.

How do you charge—hourly, project-based, or retainer?

All of the above, depending on what fits. We offer project-based for specific deliverables, retainer for ongoing guidance, or hourly for ad-hoc consultations. We're flexible and will find a model that works for your situation.