Own Natural Language Data Workspace.

What you'd own.

Every artifact below transfers to your accounts on day one. The whole engine.

• ●LinkedIn outreach playbook with ops manager and data analyst targeting templates
• ●Landing page, demo video, and pricing tier design
• ●Product roadmap and feature prioritization framework
• ●Financial model with unit economics and pricing strategy
• ●Brand positioning and value prop messaging
• ●Customer acquisition and retention data from early users

What Roll Digital builds for you.

Custom scope to take Natural Language Data Workspace from MVP shell to operating business.

• ▸Multi-tenant SaaS backend on FastAPI with Postgres database
• ▸Stripe billing integration across the free and two paid tiers
• ▸Production database connection layer with encryption and audit logging
• ▸Email and Google OAuth authentication and user management system
• ▸Query optimization and caching layer to improve accuracy
• ▸Customer dashboard showing usage, cost, and billing details
• ▸Initial 30-day post-launch customer success onboarding and support

Why this could work.

The GTM targets a real pain point in proven channels: ops teams at 50-200 person companies do need database access but often can't hire or afford SQL specialists. Free tier to paid upgrade motion aligns with product-led growth. The $99-199 price point is low friction for SMBs. Companies retain employees rather than hiring specialists, creating sustained demand.

What you'd risk.

The success probability is 11 percent. OpenAI, Google, and Microsoft ship free NL2SQL in ChatGPT, Gemini, and Copilot, potentially eliminating standalone value within 12 months. Security concerns trigger legal review at most companies above 50 employees, shrinking your addressable market. NL2SQL accuracy degrades on complex queries, causing churn at 25 percent failure rates. Open source alternatives offer the feature free. Year 1 loses 25k.

Who this fits.

Someone with ops or data analyst background who understands the buyer deeply. You need engineering skills to maintain and improve NL2SQL accuracy as queries grow more complex. Sales ability is essential for LinkedIn cold outreach and closing deals. You must accept 11 percent success odds and negative unit economics in year one while iterating toward profitability.

Timeline.

From contract signing to operating business.

1. Day 1
   Source code, brand assets, and customer list transferred
2. Week 1
   Production deployment complete, billing integration and auth system live
3. Week 3
   Free tier launches, LinkedIn outreach campaign begins and runs
4. Week 6
   First 3-5 paying customers acquired, onboarded and billing active
5. Day 90
   30 free users, 2-3 retained paying customers, churn data

Pricing.

Three ways in, depending on how much you want to build yourself.