Own Lowfat.

What you'd own.

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

• ●GitHub repository with compression algorithm and production-ready codebase
• ●Product Hunt and Hacker News launch playbook with timing strategy
• ●Landing page and freemium signup conversion funnel design
• ●Customer segmentation data and TAM analysis for 50k developer teams
• ●Churn analytics and cohort retention tracking setup
• ●Technical documentation for token reduction methodology and architecture
• ●Existing customer feedback and feature request backlog

What Roll Digital builds for you.

Custom scope to take Lowfat from MVP shell to operating business.

• ▸Stripe billing backend with freemium-to-paid tier conversion tracking
• ▸Multi-tenant authentication system with email and OAuth sign-in
• ▸API metering and real-time token usage tracking instrumentation
• ▸Self-serve dashboard showing cost savings and compression metrics
• ▸Customer onboarding email sequences and churn alert automations
• ▸Production monitoring, detailed logging, and error tracking infrastructure
• ▸API integrations for OpenAI, Anthropic, and common LLM frameworks
• ▸Initial 30-day customer success support and bug response

Why this could work.

The TAM is substantial: 50k developer teams already spend 200+ per month on LLM APIs, making a 30 monthly cost trivially easy to justify against visible savings. The GTM playbook is proven: Product Hunt and Hacker News have launched dozens of successful developer tools, and GitHub stars drive credibility. Freemium-to-paid conversion for tools with direct ROI measurability is reliable. Execution speed on customer support and feature velocity matter most.

What you'd risk.

Token price cuts from OpenAI and Anthropic since 2023 may render the 90% savings claim obsolete within a year. Free alternatives like LLMLingua already exist, so buyers must justify paying. Aggressive compression degrades output quality and triggers churn when users notice hallucinations. Engineers use the CLI but CFOs control budgets. Year 1 is cash-negative with unclear breakeven timing.

Who this fits.

Fits a founder or agency principal with prior Product Hunt or developer-tool GTM experience. You need tolerance for technical support overhead, ability to manage ongoing development, and ideally an existing developer audience. The 13% success rate and cash-negative Year 1 budget make this a volume play for operators running multiple ventures. Solo bootstrappers should avoid this without customer traction already in hand.

Timeline.

From contract signing to operating business.

1. Day 1
   Codebase transfer, GTM assets, and customer data handoff
2. Week 1
   Stripe payment integration testing and full configuration complete
3. Week 3
   Multi-tenant auth and API metering backend fully deployed
4. Week 6
   Beta cohort onboarded with production monitoring systems active
5. Day 90
   Public launch with customer success support and monitoring

Pricing.

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