The platform for
AI-native applications.
One bridge between any AI model and the data sources businesses depend on — cloud storage, email, calendar, finance, and more.
Connect any data source to any AI model
Five live connectors — Google, Microsoft, Box, Dropbox, Plaid — with more shipping every month.
Compose capabilities without rebuilding infrastructure
Assemble skills, tools, and MCP capabilities into products without writing the plumbing twice.
Deploy through any interface
Web, AI agent, API, or marketplace — ship once, reach every surface that matters.
Your data never leaves your account
In-account deployment means enterprise security is the architecture, not an afterthought.
Proven in production
Marketplace Central, Compatible, and SeedVault360 all run on the same shared foundation.
MCP-native from day one
Built for the agentic web — AI assistants can discover and invoke your capabilities directly.
One Foundation, Unlimited Applications
ThoughtBox is a three-layer platform. Each layer builds on the one beneath it — and every product built on ThoughtBox inherits the full stack.
Shared Platform Primitives
Memory, identity, permissions, connectors, events, and execution — the hard infrastructure every AI application needs, built once and shared across every product on the platform.
Skills, Tools & MCP
Assemble AI capabilities into products without writing infrastructure twice. Skills and tools are the building blocks — MCP makes them reachable by any AI agent or assistant.
Focused Commercial Applications
Battle-tested products shipped on top of the shared foundation — each one proving that a focused application can be built, deployed, and iterated without recreating the platform beneath it.
How It Works
From first connector to production deployment — ThoughtBox handles the infrastructure so you can focus on the capability.
Wire Your Data Sources
Authorize once and your data is live — Google Drive, Microsoft 365, Box, Dropbox, Plaid financial feeds, email, calendar, and more. No recurring integration work.
Assemble AI Capabilities
Combine connectors, skills, and tools into focused workflows. MCP makes every capability reachable by any AI agent — no custom API endpoints required.
Ship Through Any Interface
Publish to the web, expose through an MCP server, list on AWS Marketplace, or embed inside an AI assistant. The interface changes — the capability doesn't.
Add Surfaces, Not Infrastructure
When the next interface emerges — voice, AR, a new AI agent — you connect it to existing capabilities. Interfaces accumulate. The platform absorbs them.
Products Built on ThoughtBox
Each product below runs on the shared ThoughtBox platform — proving that a focused commercial application can be built without recreating the foundation.
Marketplace Central
A Better Way to Buy
AI-powered procurement for AWS Marketplace. Discover, evaluate, negotiate, and manage cloud software purchases — with contract analysis, offer management, and spend tracking in a single dashboard.
Compatible
Your Business, Bookable Inside AI
Compatible connects independent service businesses to AI assistants like Claude and ChatGPT so customers can discover and book them without ever leaving the conversation.
SeedVault360
Scale Your Business. Zero Cost.
SeedVault360 connects local vendors with world-class buyers — providing capital, logistics, and insurance to get local products into hotels, airlines, and enterprise buyers.
Connects to the Systems Businesses Already Run On
Five live connectors today, with more shipping every month. Every connector is shared infrastructure — authorize once, use everywhere across every product on the platform.
Need a specific connector? Let us know →
Interfaces accumulate. Capabilities endure.
Web, mobile, chat, marketplaces, and AI agents will coexist. The durable asset is the callable capability beneath them.
We started with a specific problem: AI assistants could discover a service business but couldn't complete a booking. That gap pointed to something larger — business capabilities like scheduling, procurement, and document analysis are trapped inside individual websites and applications. Every new interface forces a rebuild.
ThoughtBox is the platform that fixes this. Connect existing systems once, compose AI-enabled capabilities once, and reach any current or future interface without starting over.
Marketplace Central, Compatible, and SeedVault360 are all running on the same shared foundation — proving the model works at the product layer before we open the platform to the world.
MCP-native from day one
AI agents can discover and invoke platform capabilities directly — no custom API endpoints per agent.
Security is the architecture
In-account deployment means your data never crosses account boundaries. Built for enterprise from the start.
Three teams, one platform
Deep expertise in cybersecurity, AWS ecosystem partnerships, and agentic product development — built for the long game.
Built to ship, not to demo
Production-grade from day one — SSO, audit trails, encryption, real integrations, and products with real customers.
Ready to Build on ThoughtBox?
Whether you're building a new AI-native application or connecting an existing system to the agentic web, we'd like to hear what you're working on.