Architecture

The Unified Intelligence Layer

Everything Just Works.

Most platforms force you to wire together vector databases, routers, and host servers manually. Incord provides Universal Knowledge, Global Memory, LLM Routing, Cloud Sandboxes, and Voice API through a single unified architecture.

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Universal Knowledge

Universal Knowledge

A real-time global index covering everything from live markets to daily news, perfectly embedded for AI.

Call /v1/search with an objective and Incord returns the top-K most relevant facts, already embedded, reranked by a cross-encoder, and grounded in live data. Your agent never searches the open web at query time, because the ranking is already done.

WHAT YOU GET

  • Top-K semantic retrieval with cross-encoder reranking, sub-second
  • Six filter dimensions: symbol, asset class, category, type, tier, recency
  • A confidence object with did-you-mean hints on every response

BEST FOR

  • AI agents that need grounded, real-time context in a single call
Global Memory Graph

Global Memory Graph

Persistent cross-agent memory. Your AI remembers user context natively.

Stop building custom vector databases and session state stores for every app. Incord's Global Memory Graph is tied to the user, not the application, so if a user tells a customer support agent their preferences, your sales agent instantly has access to that same context.

WHAT YOU GET

  • True data ownership for users, decoupled from specific apps
  • Instant cross-session recall and context sharing
  • Zero infrastructure to manage or scale

BEST FOR

  • Developers building conversational AI, copilots, and personal assistants
Unified LLM Routing

Unified LLM Routing

One endpoint replacing complex setups. Built-in universal RAG and smart model routing.

Call a single endpoint and let Incord automatically route to the best model (OpenAI, Anthropic, open-source) for the task. Unlike standard routers, Incord automatically injects relevant context from Universal Knowledge and Global Memory into the prompt before sending it.

WHAT YOU GET

  • Single API key for all top models and inference providers
  • Lowest cost intelligent routing based on latency and price
  • Built-in automatic RAG injection without complex plumbing

BEST FOR

  • Teams wanting to avoid vendor lock-in and simplify inference
Cloud Agent Sandboxes

Cloud Agent Sandboxes

Deploy fully autonomous agents in secure, isolated cloud environments.

Traditional APIs just return data. Cloud Agents are secure, isolated sandboxes hosted on Incord where your autonomous code runs 24/7. You don't need to manage Docker containers or servers; just deploy your agent and it will continuously execute tasks.

WHAT YOU GET

  • Secure, isolated containers for untrusted code execution
  • Infinite execution runtime with zero DevOps required
  • Native access to all other Incord platform tools seamlessly

BEST FOR

  • Autonomous 24/7 workers, data scrapers, and trading bots
Conversational Voice AI

Conversational Voice AI

Instant conversational AI over the web. Numberless voice calls that instantly possess full user context.

Incord provides an ultra-low latency voice endpoint that you can drop directly into your web or mobile app. There are no phone numbers required—it's pure WebRTC. Voice agents powered by Incord have native access to the Global Memory graph instantly.

WHAT YOU GET

  • Ultra-low latency speech via WebRTC
  • No telecom numbers, SIP trunks, or phone provider markups
  • Built-in memory natively tied to the user speaking

BEST FOR

  • Voice support bots, language tutors, and interactive avatars
Decentralized Omni-Node

Decentralized Omni-Node

Trust that doesn't depend on a single server, or a single source.

Incord runs as a distributed mesh of independent nodes. Every fact is witnessed, signed, and agreed across the network before your agent ever sees it. Anyone can contribute compute to the Omni-Node network to earn rewards, creating a self-sustaining ecosystem.

WHAT YOU GET

  • Distributed node mesh, fully replicated, no single point of failure
  • Every fact witnessed and ed25519-signed by independent nodes
  • BFT-style consensus validates data before it's trusted

BEST FOR

  • Teams that need always-on, trustworthy, and auditable data infrastructure
Action

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