Most AI products use a fraction of available technical capability. Teams without deep AI expertise build basic implementations with attractive interfaces.
The result: products that look impressive in demos but deliver incremental value. Products that competitors can replicate in months because there's no genuine technical depth.
You want technical advantages competitors struggle to replicate—advantages requiring deep expertise in both AI capability and product execution.
This service is designed for:
Founders building AI-native products who refuse to ship another me-too chatbot or basic wrapper around GPT
Product leaders whose technical teams have software expertise but lack deep AI architecture experience
Executives who need external expertise to de-risk a significant AI product investment before committing internal resources
Companies with working prototypes that need to evolve from "impressive demo" to production-grade product with genuine technical moat
We build production software, not strategy documents or proofs-of-concept.
1-2 weeks
Technical deep-dive into your vision, constraints, existing systems, and what's genuinely possible. We challenge assumptions and identify opportunities you haven't considered.
Output: Technical feasibility assessment and architectural options
2-4 weeks
Design system architecture that exploits full technical potential without over-engineering. We make deliberate trade-offs between capability, cost, and time-to-market.
Output: Detailed technical specification and development roadmap
8-16 weeks
Hands-on development leadership working alongside your team (or independently if needed). Regular demos, continuous integration, and relentless focus on what matters for launch.
Output: Production-ready product
2-4 weeks
Production deployment, monitoring setup, and comprehensive knowledge transfer. Your team should be fully capable of maintaining and extending the product independently.
Output: Launched product and empowered team
We don't add AI features to existing products. We create new categories.
Working with a visionary client, we designed and built novel AI interface patterns that fundamentally changed how they work. This wasn't about optimising existing processes or adding AI to current workflows.
We created interaction paradigms that didn't exist in any meaningful sense before. We established new standards for human-AI collaboration in their domain.
The outcome: A category-defining product that transforms our client's daily operations and establishes competitive advantage through genuine innovation, not incremental improvement. This client now leads in their own category.
More case studies available on request.
Most agencies build what you spec. We help you figure out what to spec in the first place — identifying technical possibilities you don't know exist. Then we build it with you, ensuring your team can maintain it independently. We're not trying to create ongoing dependency.
We work alongside your team, not instead of them. Part of our value is upskilling your developers during the engagement. When we leave, you should have both a shipped product AND a more capable team.
We can lead development independently for early-stage companies, but we'll help you hire and build your team in parallel. Our goal is always to leave you self-sufficient.
Most product builds run 3-6 months from discovery to launch. Complex products with novel technical requirements can extend to 9-12 months. We'll give you a realistic timeline after the discovery phase.
We're technology-agnostic but opinionated. We'll recommend the right stack for your specific needs — whether that's OpenAI, Anthropic, open-source models, or hybrid approaches. We don't have vendor partnerships influencing our recommendations.
Yes. We often come in to rescue or accelerate products that have stalled or aren't meeting expectations. We'll assess what's worth keeping versus rebuilding and create a realistic path forward.
Ready to discuss your AI product? Send us a message.
Tell us about your AI product vision and we'll get back to you within 24 hours.