Your Data Stays Yours
Remove PII from LLM calls with high-accuracy entity detection for regulated industries
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Anonymizer from MVP shell to operating business.
The two-motion GTM targets a real bottleneck: developers need easy PII filtering for LLM APIs, and compliance officers need auditable proof to meet HIPAA, GDPR, and PCI requirements. The free plugin motion attracts early users; direct outbound to compliance buyers at 200-800-person healthcare and fintech firms converts to $149-299/month contracts. If you land 4-6 customers year one, you hit the $50k ARR midpoint.
Microsoft Presidio is free, battle-tested, and solves basic PII stripping for developers unwilling to pay. LLM providers like Azure OpenAI and AWS Bedrock are adding native PII filtering, potentially killing middleware demand. Enterprise compliance sales require near-perfect accuracy: one missed SSN triggers a breach. Healthcare and finance deals close in 3-6 months, so year-one ARR may not materialize. This faces genuine headwinds.
An existing SaaS founder or compliance-adjacent service provider with direct relationships in healthcare or fintech. You need enterprise sales experience, understanding of data governance and regulatory requirements, and the discipline to execute a two-motion GTM: developer free tier plus direct enterprise outreach. Solo operator best suited for this. This is not a passive business.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Anonymizer for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.