SmartDuke Custom AI
Need something only you have?
SmartDuke grew out of our studio, where we design and build AI products end to end: web applications, agents, assistants, internal tools and integrations. We still take on custom work, built with the same care as the platform.

How we build
AI that ships, not just demos.
Most AI work gets stuck somewhere between demo and production. A polished prototype gets a green light, then meets real inputs, real cost ceilings and real edge cases, and the cracks show.
The teams that ship treat AI as real software: evaluation suites, telemetry, guardrails, and the discipline to delay when something isn't ready. That's the bar we hold for ourselves, and for every engagement we take on.
Five ways to work with us
The right partnership, at the right moment.
A focused first step or a long-term team. Each engagement has a clear scope and timeline, and every quote comes back within 24 hours.
Review
1 week
A clearer path forward.
An independent look at your AI product. Architecture, evaluation gaps, and a practical plan for what comes next.
Discovery
1 week
Start with the right questions.
Validate the opportunity, define the experience, and map the architecture. Leave with a clear scope and build estimate.
Spark
2–3 weeks
Make the possibility tangible.
A working prototype to put in people’s hands, with an evaluation harness and a roadmap to production.
Build
8–12 weeks
From idea to everyday use.
A complete AI product, designed and engineered for real users. Integrated, evaluated, and ready to launch.
Embed
Ongoing partnership
Keep making it better.
Your dedicated AI engineering partner for continuous improvement, new capabilities, and life after launch.
| Attribute | Review | Discovery | Spark | Build | Embed |
|---|---|---|---|---|---|
| Timeline | 1 week | 1 week | 2–3 weeks | 8–12 weeks | Ongoing |
| Outcome | Audit + fix plan | Go / no-go | Working prototype | Shipped product | AI team on tap |
| Best for | Stalled or unclear existing project | Validating a new idea | De-risking a build | Shipping the real thing | Scaling what works |
| Eval suite | Gap analysis | Strategy only | Initial harness | Full coverage | Continuous |
| Observability | Reviewed | – | Light | Production | Production + alerting |
| Guardrails | Reviewed | Designed | Initial | Production | Iterating |
| Stakeholder demos | 1 readout | 1 readout | 1 working demo | Weekly | Bi-weekly |
Build is the engagement most clients choose. Get a quote on any of them.
Our work
Built by our team.
Products we designed and engineered for clients and for ourselves, from a multi-branch fitness CRM to multi-agent AI tools.
DCamp Fitness
A multi-branch fitness CRM and brand-aligned marketing site, serving 2,400+ active members.
Read the case study Generative AI · Brand · WebGenRasi
Brand identity, product UX, and a custom generative AI experience launched on a single Next.js + Supabase stack.
Read the case study Consumer AI · Multi-regionExpatLife.Ai
An AI relocation assistant covering 122+ countries, with country-specific guardrails and audit trails.
Read the case study Geo-AI · SMB toolingSpotfic
AI + Google Maps location analytics that delivers competitor analysis, demographics, and SWOT in seconds.
Read the case study Marketing AI · Free toolAEO Agent
A free AI tool that helps brands win citations in ChatGPT, Perplexity, and Google AI Overviews.
Read the case study Consumer AI · CompanionsChatC
A consumer chat experience for discovering and interacting with AI-generated characters.
Read the case studyTell us what you want to build.
A focused first step or a long-term team. Tell us about the product, and we'll reply with a scope and a quote within 24 hours.
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