Pricing
Four ways to work with us -- pick the stage your idea is at.
Not hourly rates. A structured path from a raw idea to a real, growing AI product, priced by outcome.
How we work
An AI Product Studio, not a self-serve SaaS -- not yet.
We could sell OS seats today. We're deliberately not: a studio model means higher-stakes engagements, real usage data from every project, and case studies grounded in outcomes we can actually show -- not a signup funnel with nobody behind it. The Engines that make this fast (Decision Memory, Certification, Risk Intelligence) run on every engagement below; as patterns repeat across clients, some of that becomes a self-serve product. Not before it's earned.
The offer
AI Product Transformation System.
Every pack compounds on the one before it -- nothing gets re-explained moving from Idea Validation to Product Design to Launch.
Pack 1
AI Idea Validation
Turn a raw idea into a clear product direction, before you spend months finding out the hard way.
From €2,500 – 5,000
fixed scope, one-time, 2-4 weeks
- Idea analysis
- Problem analysis
- Market research
- Competitor analysis
- Target users & customer profile
- Value proposition
- AI opportunity definition
- PRD (Product Requirements Document)
- MVP roadmap
- Business model hypothesis
OutputStrategic document to decide whether to build
Pack 1Pack 2
AI Product Design
Turn a validated idea into a project ready to build, fund, or launch.
From €7,500 – 15,000
fixed scope, project-based
- Everything in Pack 1
- MVP definition
- User journey & UX flow
- Prototype
- AI architecture concept
- Required tech stack
- Pitch deck & sales deck
- Demo concept
- Initial GTM plan
OutputComplete project ready to build, fund, or launch
Pack 2Pack 3
AI Product Launch
Turn a validated, designed concept into a real, working AI product.
From €15,000 – 30,000+
fixed scope, project-based
- Everything in Packs 1 + 2
- MVP development (frontend + backend)
- AI integration
- Deployment
- Analytics
- Testing
- Documentation
- Launch support
OutputWorking AI product ready for first users
Pack 3Recurring
AI Product Growth Partner
Accompany the product after launch -- continuous improvement, not a one-off build.
From €2,000 – 5,000
per month, retainer
- Product evolution
- New AI features
- Workflow optimization
- Usage analysis
- Agent improvement
- New automations
- Continuous product management
- Growth experiments
OutputThe recurring relationship after Pack 3
RecurringCustomer Reality Test
Why each pack earns its price -- answered directly, not assumed.
The test we hold every package to before it's allowed on this page.
AI Idea Validation
- Who buys
- A founder, small team, or company exploring a new opportunity, before committing budget to build it.
- Why today
- They're about to spend months building, or fundraising, on assumptions nobody has stress-tested.
- Urgent problem solved
- Building the wrong product, or pitching investors on an unvalidated idea.
- Economic value
- The cost of 3-6 months of engineering in the wrong direction -- avoided before it's spent.
- Why not build it internally
- Founders are too close to their own idea to stress-test it, and rarely have a dedicated validation discipline in-house.
- Why AnyAIdea, not a software house
- A software house sells hours toward a build. We run the idea through the same real Decision Memory, Risk Intelligence, and Certification System our own internal platform runs on -- before a line of product code exists.
AI Product Design
- Who buys
- A founder or innovation team with a validated idea, seeking funding or ready to move to development.
- Why today
- The idea is validated; the risk now is going into development or a pitch without a real, specific plan.
- Urgent problem solved
- Losing an investor's confidence with a vague plan, or an unstructured build later on.
- Economic value
- The cost of a wasted fundraising round or a build that starts without real direction.
- Why not build it internally
- Producing a real UX flow, architecture concept, and investor-ready deck needs a specific skill set most early teams don't have in-house yet.
- Why AnyAIdea, not a software house
- Nothing gets re-explained -- Pack 2 runs on the same governed system as Pack 1, with the reasoning behind every earlier decision still attached.
AI Product Launch
- Who buys
- A founder or company ready to build, with a validated and designed concept.
- Why today
- The plan is real; the risk now is a slow, generic build or hiring the wrong team to execute it.
- Urgent problem solved
- Losing months to an unstructured build, or a team that has to re-learn the idea from scratch.
- Economic value
- The cost and time of assembling and managing an in-house team, versus a structured build that inherits everything already validated and designed.
- Why not build it internally
- Hiring and ramping an in-house team takes months and capital before a single feature ships.
- Why AnyAIdea, not a software house
- Pack 3 runs on the same governed system as Packs 1 and 2, with the reasoning behind every earlier decision still attached.
AI Product Growth Partner
- Who buys
- A founder with a live product who needs continuous improvement, not another one-off build.
- Why today
- The product is live, but growth and iteration need a discipline and tooling most early teams haven't built yet.
- Urgent problem solved
- Growth decisions made on guesswork, with no structured feedback -> improvement loop.
- Economic value
- The cost of a dedicated growth/engineering retainer team, versus a governed, AI-accelerated one.
- Why not build it internally
- Justifying a full-time growth and engineering team is rarely realistic this early.
- Why AnyAIdea, not a software house
- Continuous improvement runs through the same system with memory of every past decision -- not a new team relearning the product every sprint.
One honest note
Our internal AI Product Operating System stays private-pilot, invite-based -- it's not one of the packs above.
AnyAIdea OS is our own internal AI Product Operating System, not a standalone product for sale. It's part of how we deliver the packs above faster -- the same way AWS is Amazon's own infrastructure, not something separate from what Amazon sells. If you want in as a pilot founder rather than a client, tell us about your idea.
Let's talk
Tell us which stage your idea is at.
We'll tell you honestly which pack fits -- or if it's too early for any of them. First response within 2 business days.
Start the conversation