An AI-powered membership platform that transforms a curated library of commercial real estate investment knowledge into an instantly searchable, interactive intelligence tool, with source citations, deal analysis, and a live Q&A experience.
Commercial and industrial real estate investors rely on a body of specialized knowledge (investment frameworks, financial modeling approaches, market analysis techniques) that exists in a small number of authoritative books. These books are valuable, but static and hard to query.
The challenge: make this knowledge instantly accessible and interactive, without stripping it of its grounded, source-specific quality. Generic AI answers wouldn't work; investors need to trust that responses come from the actual material, not fabricated from general training data.
At the same time, the platform needed to be a real product with membership management, payments, and a live demo experience, not a prototype. Shipped fast, but production-ready.
I designed and shipped a complete AI membership platform in 5 weeks, with four core capabilities working together to deliver a genuinely useful product, not just a demo.
Users ask questions and receive answers sourced directly from the ingested real estate investment library. Every response includes a citation to the specific book and section.
A real-time Q&A thread where users post questions, view AI responses, and receive follow-up coaching feedback on their own replies.
A quick financial calculator covering NOI, cap rate, cash flow, and basic return metrics, designed as an underwriting assistant for rapid deal evaluation.
Stripe integration with two membership tiers ($99 one-time founding member, $27/year recurring). Simple, functional, and operational from day one.
The AI grounding prompt enforces strict citation behavior: "Answer ONLY using the provided context. If the answer is not in the context, say: 'This is not covered in the provided material.' Always cite the source (book name)." This eliminates hallucination while preserving the value of the curated knowledge base.
The platform shipped to production in 5 weeks and remains live at circle.spaxialiq.ai.
If you have a body of expertise, documents, or proprietary content that could power an AI-driven product or platform, I can help you design and ship it.
