MingLLM is building Tensor — the first multi-provider AI browser extension with 236 tools, privacy-first architecture, and zero subscription cost. We're seeking partners to scale.
The browser AI market is exploding — but every player is locked to one model and charges a subscription. We don't.
OpenAI Operator launched at $200/mo. ChatGPT Atlas at $20/mo. Perplexity Comet is cloud-only. Every major AI company is entering browser automation — validating the market — but none offer a free, local, multi-provider solution. We do.
Post-GDPR, privacy is the #1 user concern. Tensor processes everything locally — zero telemetry, zero cloud dependency. As regulation tightens globally, cloud-dependent competitors face compliance costs we simply don't have.
Chrome extensions have zero-friction install — one click from the Web Store. No app download, no sign-up, no credit card. The Chrome Web Store reaches 3B+ Chrome users globally. Free + one-click = viral coefficient.
Tensor isn't just a tool — it's a platform. The workflow marketplace, API, and agent ecosystem create network effects. Every workflow shared makes the platform more valuable for every user.
Browser AI sits at the intersection of the $300B+ AI market and 5B+ browser users worldwide.
Free core product drives adoption. Premium layers and platform economics drive revenue.
All 236 tools, all 6 AI providers — completely free. Users bring their own API keys. This eliminates the biggest barrier to adoption and builds the user base.
User-created automation workflows sold through a built-in marketplace. MingLLM takes a platform fee on every transaction — recurring revenue with zero content creation cost.
Premium tier for power users and teams. Includes cloud sync, team collaboration, priority support, and advanced agent capabilities.
Enterprise licensing for organizations. Public API for developers building on Tensor's automation infrastructure.
Head-to-head comparison against every major browser AI product on the market today.
| Capability | Tensor | OpenAI Operator | ChatGPT Atlas | Perplexity Comet |
|---|---|---|---|---|
| Price | Free | $200/mo | $20/mo | $20/mo |
| AI Providers | 6 providers, 20+ models | OpenAI only | OpenAI only | Perplexity only |
| Privacy | 100% local processing | Cloud-dependent | Cloud-dependent | Cloud-dependent |
| Tools | 236 tools | ~10 actions | Search + browse | Search + browse |
| Parallel Agents | ✓ Multi-tab swarm | ✗ Single window | ✗ Single thread | ✗ Single thread |
| Persistent Agents | ✓ Survives restart | ✗ | ✗ | ✗ |
| Local Models | ✓ Ollama support | ✗ | ✗ | ✗ |
| Open Architecture | ✓ BYOK, any model | ✗ Vendor locked | ✗ Vendor locked | ✗ Vendor locked |
Core automation, multi-provider AI, side panel chat, dark mode engine, and privacy shield. Validated core product-market fit.
Expanded to 236 tools across 12 categories. Added agent engine, knowledge base, workflow recording, and deep think mode.
Persistent background agents, multi-tab swarm, proactive intent engine, cross-app orchestration. Preparing for marketplace launch.
Workflow marketplace launch. Creator tools, revenue sharing, template library. First monetization milestone — target: 100 workflows listed.
Tensor Pro launch. Enterprise features (SSO, audit logs, admin). Public API. Mobile companion app. Target: first $1M ARR.
Solo-built a 236-tool AI browser extension in 3 months. MIT Schwarzman College of Computing, CSAIL, and Sloan. Full-stack engineer who ships product at startup speed with enterprise-grade architecture.
Every dollar goes directly to product development and user acquisition. Zero waste.
Hire 2-3 senior engineers for marketplace backend, enterprise features, and mobile companion app development.
Chrome Web Store optimization, developer community building, content marketing, and strategic partnerships with AI providers.
Cloud infrastructure for marketplace, sync services, and Tensor Pro backend. CDN and API infrastructure for scale.
Legal, compliance, accounting, and 18-month operational runway buffer. Lean operations with remote-first team.
We're building the infrastructure layer for AI-powered browsing. If you're interested in the opportunity, we'd love to connect.