AI-Ready Infrastructure
We’ve Already Built What You’re Trying to Build
Spawntech’s toolkit gives you everything you need to build intelligent, AI-native products — without reinventing the wheel. It’s the result of countless product builds, condensed into a modular system that ships with pre-integrated authentication, session handling, analytics, logging, and agentic AI orchestration. No more starting from scratch, no more duct-taping third-party tools.
Built on a scalable, multi-tenant architecture and powered by type-safe components and tested patterns, our toolkit lets you focus on outcomes — not plumbing. Whether you’re launching your first AI product or scaling an enterprise-grade solution, we give you the infrastructure to build fast, stay lean, and grow with confidence.
The Business Challenges We Solve
Building AI-powered products is hard — not because teams lack ideas, but because they’re burdened with fragmented tooling, fragile architecture, and slow execution cycles. Spawntech was built to solve these real-world blockers with a system that’s fast, modular, and battle-tested.
Most AI builds rely on a tangled web of uncoordinated services — from vector stores to auth to LLMs — with no shared context or structure. We unify everything under one composable system.
It’s easy to prompt an LLM. It’s hard to manage context, memory, and agentic flows across conversations and systems. Our AI toolkit makes that orchestration native.
Teams burn time setting up authentication, routing, storage, analytics — before writing any meaningful logic. Our toolkit gives you a production-grade starting point from day one.
Many AI MVPs are hacked together quickly, then break when it’s time to scale. Spawntech’s multi-tenant, modular architecture is designed for long-term growth — without rework.
Moving fast shouldn’t mean cutting corners. We help teams ship faster *and* smarter — with typed components, structured logging, and robust system design baked in.
From embedding pipelines to LLM usage logging, our system gives your team the technical clarity and infrastructure they need to build and ship AI features responsibly.
What Spawntech's Toolkit Delivers
Spawntech’s modular toolkit solves the core challenges of building AI-powered products — offering a unified, battle-tested framework that accelerates delivery and reduces risk. Here’s what it unlocks:
Go beyond basic prompts. Our AI layer handles chunking, summarization, memory, and agent orchestration so you can build intelligent, multi-step flows without reinventing the stack.
Use only what you need — whether it's chat, knowledge, auth, logging, or storage. Everything in our stack is designed to work independently or as part of a unified system.
No need to retrofit your app for scale. Our toolkit includes database schemas, auth patterns, and session flows that support tenant separation natively and securely.
Track every interaction — from user navigation to AI token usage — with structured, index-ready logs and device context. No extra setup, no gaps in visibility.
Whether you’re storing files, fetching embeddings, or handling tenant-aware data queries, our integration layer bridges Supabase with OpenAI and other providers in a clean, type-safe way.
Deliver polished UI quickly with our Radix-based component library. From buttons to dialogs to shell layouts — everything’s responsive, accessible, and developer-friendly out of the box.
Got an AI product in mind?
Skip the boilerplate. Start building with a system that’s already solved the hard stuff.
A Toolkit That Builds on Itself
Spawntech’s architecture is layered for speed, modularity, and scale. Each level builds on the next — creating a full-stack system where every feature is production-ready, integrated, and extensible.
This is the layer that powers consistency, performance, and velocity. It includes reusable UI components, database integration, analytics, and developer tooling.
- Built with Shadcn, Radix, and Tailwind for fast, accessible UI.
- Device detection, formatting, MDX parsing, and more.
- Auth, storage, and type-safe data access with multi-tenant support.
- Activity, error, and AI usage tracking wired into every layer.
- Google Maps, Cal.com, Analytics, and more — fully integrated.
- Storybook documentation, Vitest coverage, and strict TypeScript.
This layer handles context, orchestration, layout, identity, and extensibility — providing the dynamic logic and structure your application needs to scale and evolve.
- Responsive layout engine with theme and brand support.
- Session-aware access, switching, and user state management.
- Chunking, summarization, structured output, and knowledge injection.
- Scoped plugins with dynamic mounting and context injection.
- Forms, buttons, and dialogs with built-in analytics.
- Blog pages, hero sections, team blocks — ready to use.
This is where your product becomes tangible. These feature modules are intelligent, deeply integrated, and ready to plug directly into your application.
- Streaming conversations with persistent memory and message actions.
- Drag-and-drop document ingestion, chunking, embedding, and search.
- Readable, editable content with session and shell integration.
- Pre-wired to logging, session, analytics, and AI orchestration.
- Add to any Spawntech-powered product with zero rework.
Why This Matters For You
When you're building an AI product, time and clarity are everything. Most teams get bogged down stitching together basic infrastructure. Others burn cycles building workflows that Spawntech already solved.
Our toolkit closes the gap between ambition and execution. It’s engineered for outcomes — helping you get from idea to prototype to production in record time.
Without Toolkit | With Spawntech Toolkit |
|---|---|
Weeks of plumbing setup | Instant access to tested infrastructure |
Disjointed LLM APIs | Unified, agentic AI engine with memory & tools |
Unscalable architecture | Modular, multi-tenant core structure |
Design inconsistency | Accessible, responsive, branded UI system |
Custom logging and analytics | Built-in activity tracking & observability |
Fragile auth/session setup | Type-safe, tenant-aware authentication system |
See It in Action
These examples showcase how different parts of the Spawntech toolkit come together to solve real problems. Each use case is live, tested, and built using the same agentic architecture available to you.
Chatbot
Problem: Most AI chat implementations are shallow — they lack memory, context, and control.
Toolkit Modules: @features/chat, @core/ai, @core/session, @foundation/logging, @foundation/ui
Outcome: A real-time, multi-tenant chat system with persistent memory, system logging, Markdown formatting, and full agentic orchestration.
Problem: Most AI chat implementations are shallow — they lack memory, context, and control.
Toolkit Modules: @features/chat, @core/ai, @core/session, @foundation/logging, @foundation/ui
Outcome: A real-time, multi-tenant chat system with persistent memory, system logging, Markdown formatting, and full agentic orchestration.
Problem: Businesses struggle to surface internal documentation and use it effectively in AI workflows.
Toolkit Modules: @features/knowledge, @features/chat, @core/ai, @foundation/supabase, @foundation/logging
Outcome: Drag-and-drop document uploads with chunking, semantic search, embedding, and AI-driven summarization — accessible through chat or search.
Problem: Teams want to build dynamic interfaces from prompts — but don’t have the orchestration layer or rendering engine to support it.
Toolkit Modules: @core/ai, @core/shell, @foundation/ui, @foundation/utils, @features/chat
Outcome: Dynamic UI generation using LLM completions — including form generation, data visualization, and interaction handling — all rendered live with context-aware components.