Validate your product idea in around 2 hours
The Viability Sprint is an AI-guided framework that takes your raw product idea and delivers a structured specification, realistic timeline, indicative costs, and clear next steps. Built from 280+* real product developments.
Six stages from idea to development-ready
The Viability Sprint walks you through a structured process that real engineering teams use — adapted so AI handles the heavy lifting while you focus on your idea.
All 6 stages delivered by AI, at your pace. Stages 7–10 (prototyping, testing, tooling, manufacturing) are available through our Expert Review and engineering team.
Everything you need to make a decision
The sprint produces a structured output you can act on immediately — or take to investors, co-founders, or engineering partners.
Product Viability Brief
A structured summary of your concept, market positioning, and commercial opportunity. The foundation everything else builds from.
Prioritised Specification
MoSCoW-prioritised requirements (Must / Should / Could / Won’t) so you know what to build first and what can wait.
Risk Assessment
Technical, commercial, and regulatory risk flags with severity ratings. Know what could go wrong before you commit capital.
Indicative Cost Estimates
Confidence-rated budget ranges for development, tooling, and production. Transparent about what’s validated vs. estimated.
Development Timeline
Stage-by-stage timeline from concept through to production, with realistic durations and key decision points marked.
Recommended Next Steps
A clear action plan: what to do next, what to test first, and where professional engineering support adds the most value.
Viability Brief
Viable — proceed to reviewCost Estimate
Confidence: MediumRisk Flags
2 risks flaggedQuestions you’re probably asking
We get it — sharing a product idea with an AI tool feels like a leap. Here’s what you need to know.
Your idea stays yours. The sprint runs through a ChatGPT Custom GPT — OpenAI’s terms prohibit using your inputs to train models. We don’t store, share, or access your sprint data. If you upgrade to an Expert Review, your brief is covered by our standard confidentiality terms. For additional protection, we offer NDA signing before any human review.
Every estimate is confidence-rated (high / medium / low) so you know exactly how much to trust each number. The free sprint gives indicative ranges based on similar product types. The £49 Expert Review narrows these significantly — a real engineer cross-references your spec against actual supplier quotes and manufacturing methods. Think of the sprint as “right ballpark” and the review as “budget you can plan around.”
That’s exactly the point. Finding out your idea has a critical flaw in a free 2-hour sprint is infinitely better than finding out after spending £20,000. The sprint won’t just say “not viable” — it’ll tell you specifically what the blockers are. Often, ideas can be pivoted or de-risked by adjusting the specification. That’s a result, not a failure.
No. The sprint adapts its language and depth to your experience level. Whether you’re a first-time inventor or an experienced engineer looking for a structured process, the AI adjusts. You just need to be able to describe what your product does and who it’s for — the framework handles the rest.
Most people complete it in 1–2 hours, but it’s entirely at your pace. You can pause, come back, and pick up where you left off. Some users blast through in 45 minutes; others spread it over a weekend. There’s no timer and no pressure.
Any physical product — consumer goods, IoT devices, garden structures, medical devices, furniture, industrial equipment, tools, packaging. The framework was built from delivering 280+* real products across every category. If it needs to be designed, manufactured, and sold, the sprint covers it.
Built for people with ideas, not just engineers
First-time inventors
“I have an idea but no idea where to start”
Startup founders
“I need a spec and costs for my pitch deck”
SME product teams
“We need to validate before committing budget”
Design graduates
“I want to take my university project commercial”
Your idea deserves a proper answer
Stop guessing whether your product idea will work. Get a structured specification, realistic costs, and a clear path forward — free, in around 2 hours.
*Based on product concepts assessed across Cast Iron CAD and Innovate Engineer projects since 2018.
