Move from a one-off approach to a sustainable capability: deliver successive versions into production, secure adoption and results, transform the initiative into a structured offering/activity (internal or external), driven by market and operational signals.

Our approach

We act as a committed, results-oriented AI partner. We support your teams through coaching and mentoring to foster autonomy, and we position ourselves as co-entrepreneurs when the stakes warrant it, with a shared commitment and a long-term vision.
Our approach is based on rigorous fact-based management: actual usage, solution performance, value creation, ROI, risk control, and willingness to pay. Our goal is to build AI products that are useful, widely adopted, and capable of evolving over time.

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Individual and group support (product, business, technical, and sponsor advisors).

We offer support where each product is monitored by experts in their fields and techniques, capable of intervening in strategy, technological choices, and scaling. This cross-functional support helps secure key decisions, accelerate execution, and maximize the chances of success.

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Structuring workshops (problem, assumptions, metrics, go-to-market, pricing).

We organize structured workshops to help entrepreneurs clarify their problems, formulate their key assumptions, and define the right metrics for steering their business. These group sessions help accelerate go-to-market, refine pricing, and make informed decisions at every stage of development.

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Execution rituals: AI product reviews, roadmap decisions, learning reviews, prioritization committees.

We implement regular execution rituals to steer AI product reviews, arbitrate roadmap decisions, and prioritize what creates the most value. These structured times promote continuous learning, quick decisions, and disciplined execution.

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Market experiences: targeted demonstrations, pre-sales, paid pilots, pilot partnerships.

We design and orchestrate concrete market experiences: targeted demonstrations, pre-sales, paid pilots, and pilot partnerships, to quickly test products in real-world conditions. These experiences enable us to validate the value proposition, secure initial revenue, and accelerate adoption.

Why will you love it?

Benefits, risks, ecosystem, sharing: we are a committed, results-oriented partner.

A true partner in sharing risks and rewards. Not just another service provider.

Framing

Actionable AI Product Framework (frameworks, blueprints, best practices, facilitation).

Acceleration

Accelerating decision-making: explicit assumptions, useful metrics, quick decisions.

Capacity

Studio capacity: co-production, network, possible capital commitment depending on financing structure.

Support

Support for fundraising and structuring (governance, IP, go-to-market).

Apply our proven methods to design high-performance products

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Blacksmiths

Products Manager, Data Engineering, Artificial Intelligence

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Commitment to your Product