How a Strategy Firm Turned Its IP Into a Free Lead Tool
A marketing firm's strategists encoded their neuropsychology model into an AI persona generator — collapsing weeks of manual work and shipping a free public web tool as a top-of-funnel.
Proprietary IP → Public Product
Launched as lead gen tool
Daniel Ostrower
Founder & Managing Partner
3rd Horizon LLC
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The Challenge
A strategic marketing services firm specializing in brands navigating complex, emotionally fraught buying decisions — healthcare patients, B2B buyers — faced a crisis when AI began commoditizing core marketing work. The firm's competitive moat was a proprietary neuropsychological model for human decision-making, embedded into every strategy and piece of content it produced. When AI tools capable of generating personas, strategies, and content at scale appeared, leadership faced a fundamental question: would these tools erase the differentiation they had spent years building, or could they be used to amplify it? Without a clear path forward, the risk was paralysis — or adopting AI in a way that stripped the very thing that made them worth hiring.
What They Built
With Daniel Ostrower's guidance, the firm adopted a tiered transformation roadmap: first use AI to make existing services more efficient, then enhance quality, then productize, then explore spinouts. They began by training AI models on their proprietary persona framework — feeding in the neuropsychological decision stages and their own examples — cutting the time required to produce client personas significantly. Teams freed from that labor focused on higher-value strategic conversations. In a surprising pivot, what started as an internal efficiency tool became a public-facing lead generation product: the firm launched a free persona-creation tool on the web, allowing prospective clients to experience the neuropsychological model firsthand — seeding a potential SaaS revenue stream at a fraction of the cost of a full-service engagement.
Daniel Ostrower guided the firm through a tiered transformation roadmap: use AI first to make existing services more efficient, then enhance quality, then productize, then explore spinouts. This sequencing was deliberate — it prevented the firm from productizing AI before the internal quality of AI output had been validated against their standards. The first phase focused on training AI on the firm's proprietary persona framework: the neuropsychological decision stages and their own historical client examples were used to build a model that could generate personas in the firm's voice. The reduction in manual effort was substantial, freeing strategists for higher-value client work. In an unexpected turn, the internal efficiency tool became a public-facing product. The firm launched a free persona-creation tool on the web, allowing prospective clients to experience the neuropsychological model before engaging for full-service work. This seeded a potential SaaS revenue stream and lowered the cost of client acquisition at a fraction of the cost of a traditional engagement. The full transformation unfolded over six to twelve months.
AI Role
The AI is trained on the firm's proprietary neuropsychological persona framework, ingesting the firm's own examples and decision-stage models to generate client personas at scale. It also powers a public-facing web tool that allows prospective clients to interact with the neuropsychological model directly, functioning as an automated lead-generation and qualification mechanism.
Infrastructure
AI models trained on proprietary neuropsychological framework • Historical client persona examples (training dataset) • Public-facing web product infrastructure
Integration Points
Proprietary framework and client examples → AI model training pipeline • Internal AI tool → public-facing web product • Web product → lead generation and SaaS entry point
Impact
Persona Production Time Dramatically Reduced
By training AI on the firm's proprietary neuropsychological framework, the team cut the manual effort required to produce client personas substantially — freeing strategists to focus on higher-value client conversations.
Proprietary IP Converted to Lead Generation Tool
The persona-creation AI model was published as a free web tool, allowing prospective clients to interact directly with the firm's neuropsychological model — functioning as a top-of-funnel conversion mechanism for buyers who could not previously afford a full-service engagement.
New SaaS Revenue Architecture Within Reach
The free persona tool laid groundwork for a future SaaS product — taking a service that previously cost tens of thousands to over $100K per engagement and making it accessible at a potential ~$100/month price point, shifting the firm toward a mixed professional services and product revenue model.
Implementation Complexity
Implementation required training AI models on proprietary frameworks and client examples, which involves meaningful customisation beyond off-the-shelf tools. Building and deploying a public-facing web product also adds moderate development and productization complexity.
Best Fit For
Owners and principals of small-to-mid-size creative professional services firms — design, marketing, innovation, engineering — who have proprietary methodologies and are uncertain whether AI will undercut or amplify their value proposition.
