Products & Experiments
Exploratory projects, tools, and platforms—learning in public. These are not part of our core consulting services.
While our consulting work focuses on proven, systematic AI implementations, this section contains experimental ventures and product ideas that inform our understanding of AI adoption challenges and real-world validation.
LEAN Startup Vetting Platform
Validate demand before you build—programmatically
Most startups fail because they build products nobody wants. We automate the "fake door" testing process: spin up landing pages, run targeted ad campaigns, track real conversion signals, and discover cohorts with actual purchase intent—all before writing a single line of product code. For founders who want data-driven go/no-go decisions, not guesswork. This platform is how we validate our own ventures.
AI in Education Launch Program
Make AI adoption safe and practical for schools
Schools want to use AI, but they're terrified of risks—bias, hallucinations, student privacy. We provide ready-to-deploy AI pilots with built-in guardrails, plus curriculum scaffolds that teach students how to use these tools responsibly. For administrators who want to move fast without breaking trust. Designed for K-12 and community colleges that need turnkey solutions, not theoretical frameworks.
Employment Law Triage
Get real legal guidance before it's too late
Think you're being discriminated against? Wrongfully terminated? Most people don't know if they have a case—and by the time they find out, it's too late. Our LLM-powered intake system asks the right questions, provides preliminary guidance, and connects strong cases with a vetted network of employment attorneys. Attorneys pay referral fees for qualified leads. Win-win for workers and lawyers.
Goals & Purpose SaaS
Accountability that actually sticks—with meaning built in
Why do most goal-tracking apps fail? Because checking boxes doesn't create meaning. We're building an accountability platform that connects your daily actions to your deeper purpose—gamifying progress while helping you understand why you're doing what you're doing. Think Strava meets existential clarity. For people who want to compound both achievement and fulfillment.
House Management Clearinghouse
The local services marketplace that actually works
Tired of unreliable contractors? We're building a curated marketplace for Port Washington homeowners—connecting trusted, vetted service providers for everything from plumbing to landscaping. Think Angi meets TaskRabbit, but with quality control baked in. Revenue through 20% finder's fees that ensure only serious pros participate.
Inside Politics Investment Thesis
Political intelligence as structured data for investors
Political events move markets—but most investors rely on punditry and vibes. We built structured political data primitives (legislative signals, regulatory shifts, electoral dynamics) designed for quantitative investment research. Think of it as Bloomberg for political risk, but machine-readable. Archived after validating the data pipeline; pivoting insights into consulting services for investment firms.
Why We Build in Public
These experiments help us understand what it takes to validate demand, build AI-powered products, and navigate uncertainty. The lessons learned directly inform the consulting services we offer—because we've lived the challenges our clients face.
Interested in Systematic AI Implementation?
These experiments inform our consulting work but aren't production offerings. For proven, systematic AI implementation and strategic assessments, see our consulting services.
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