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Answers questions from data
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Royalty Analytics

What to build. What it'll cost. Without the months of guesswork.
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The problem

‍

Founders spend months figuring out what to build and what it'll cost. Most never get past the Google Doc.

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how it works

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We tuned a model on 50+ products and 22+ AI/ML systems we've shipped — so it scopes like a tech architect, in minutes.

‍

  1. Answer guided questions about your marketplace.
  2. Walk out with a brief — features, stack, cost.
  3. Book a call. Validation, not discovery.

‍

‍

‍

Tech Stack
Who is this for? 
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Turns your marketplace idea into a buildable brief in 10 minutes.

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Who is this for? 
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Turns your marketplace idea into a buildable brief in 10 minutes.

‍

Who is this for? 
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Turns your marketplace idea into a buildable brief in 10 minutes.

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Same pattern. Different document libraries.

RightShift Ventures LP Portal
RAG over Fund I documents — LPs query terms, portfolio, and performance.
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Ask  RightShift — Emory × Hatchery
RAG over the Hatchery accelerator playbook — founders ask about customer discovery, GTM, and validation.
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related cases

Company Research Agent
Analyzes & evaluates
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Maestro™ AI layer
Case Study
Automates workflows
Insurance
Business Analyst
Maestro™ by Collaborative Real Estate is the AI-native operating platform for Atlanta's Tech Square — making a community of thousands of people, papers, partnerships, and grants queryable like a colleague, not a database. We architected the AI layer end-to-end.
See the Case Study
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Workforce Insights
Play
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Answers questions from data
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CDI on a unified HR data warehouse — HR partners ask workforce questions in natural language, get HR-aware answers.
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