AI-Driven UX & Product Development for serious product artifacts, demos, and working systems

Serious product artifacts and working systems without pretending it is just a prototype.

Selective AI-driven product development for founders and teams that need a serious product artifact, working product system, or advanced build. The work combines product management, UX, systems thinking, MBA-level business judgment, and AI/SR-SI-assisted execution, compressing roles without pretending the work is simple.

Where this is most useful

  • Founders who need more than slides but less than a full agency build
  • Teams that need product, UX, business, and systems judgment compressed into one senior execution lane
  • Products where AI-assisted execution can accelerate serious product thinking instead of bypassing it
See industry lenses

Scope and investment

Value-priced by complexity, dependencies, and production seriousness. It should be cheaper than hiring a full agency team, but it is not priced like freelance prototyping.

Product Artifact Sprint

2-3 weeks

High-fidelity artifact or demo for validation, investors, or stakeholder alignment.

Investment
AED 25K-35K
Recommended

Working Product System

4-6 weeks

Working system with real flows, states, dependencies, and demo-grade logic.

Investment
AED 40K-65K

Advanced Product Build

8-10+ weeks

Complex product system, monetization, architecture, or production-adjacent build.

Investment
AED 70K-120K+
How it works Book a 15-minute call. I confirm the scope, timeline, access needs, and commercial model, then send a written proposal.

What changes the scope

  • Number of user roles, states, workflows, and business rules
  • Whether the artifact must only impress stakeholders or behave like a real product system
  • Backend, data, authentication, monetization, or integration dependencies
  • Production-adjacent seriousness and handoff requirements

Engagement boundary

This offer is selective. I take it when the product complexity, business stakes, and AI-assisted execution leverage make the work worth doing properly.

Engagement shape

1
Weeks 1-2
Scope lock, product logic, state model, UX architecture, and first artifact
2
Weeks 3-6
Working product system, flows, realistic states, dependencies, and demo readiness
3
Weeks 7-10+
Advanced product build work for complex engines, monetization, or production-adjacent needs

Not for

  • Cheap clickable mockups with no product logic
  • Staff augmentation where I simply take design tickets
  • Production engineering commitments that require a dedicated engineering team unless separately scoped

Next step

If the product problem is still unclear, begin with Product & UX Diagnostic. If the build is the clear need, scope the appropriate development band.

Product & UX Diagnostic Workflow Systems Strategic Advisor

Common Questions

Is this just prototyping?
No. Some projects are prototypes, but the offer also covers serious product artifacts, working product systems, and advanced builds where states, rules, and dependencies matter.
Why not call it an MVP?
MVP often undersells the work and implies cheap validation theater. This offer is priced around complexity, dependencies, and how real the product needs to be.
Do clients own the output?
Yes. Ownership and handoff terms are confirmed in the proposal, with code, design, and documentation transferred according to the agreed scope and payment terms.

Related insights

AI Workflow Architecture AI memory, context drift, SR-SI, workflow governance, and durable implementation. Design-to-Code Pipeline Design systems, component structure, deterministic build rules, and design intent translation. Founder Build Log Founder formation, product experiments, professional development, build logs, and operating notes from the workbench.

Deliverables

  • Product scope, state model, and UX architecture
  • High-fidelity product artifact, prototype, or working product system based on scope
  • AI-assisted frontend/product build where appropriate
  • User, stakeholder, or investor demo package
  • Documentation, handoff notes, and next-step implementation path
Book a call
Limited availability for Q3 2026.
Based in Dubai, serving UAE & GCC.