Features

The Brain Behind Real-Time AI

One service that ingests the world, embeds it, and serves ranked context to your agents, fast, fresh, and cheap.

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Decentralized & Validated

Decentralized & Validated

Incord runs as a distributed network of independent nodes with full replication, no single point of failure, always online. Every fact is witnessed, signed, and agreed across the network before your agent ever sees it.

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
  • Content-hashed, tamper-evident records you can audit

BEST FOR

  • Teams that need always-on, trustworthy, auditable data
Embed & Rank

Embed & Rank

Send an objective to /v1/context and get the top-K most relevant nodes back, embedded, reranked, and grounded in live data. Your agent never has to search the open web at chat time.

WHAT YOU GET

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

BEST FOR

  • AI agents that need grounded, real-time context in a single call
Temporal Reasoning

Temporal Reasoning

Trend and spike detection over numeric signals, served straight from an in-memory ring buffer, no disk I/O on the read path, and it survives restarts.

WHAT YOU GET

  • Returns trend, baseline, current, spike_ratio and is_spike
  • 288-entry ring buffer per (entity, signal), ~24h at 5-min ticks
  • Bridged to a persistent table; warm-reloaded on startup

BEST FOR

  • Catching market moves and anomalies the moment they happen
Forgiving Filters

Forgiving Filters

Every filter auto-normalizes through canonical sets, synonym maps, and fuzzy matching, so typos, aliases, and plain-English names all just work.

WHAT YOU GET

  • 5 asset classes + 19 categories with ~130 accepted synonyms
  • 5-layer symbol resolution, “the orange coin” resolves to BTC
  • Levenshtein did-you-mean on misses, TLSA → TSLA

BEST FOR

  • Consumers that shouldn't need to learn your exact taxonomy
Live Asset Registry

Live Asset Registry

Auto-populate any asset from a single ticker, name, or partial, cross-referenced across venues in parallel, with memecoin imposters filtered out.

WHAT YOU GET

  • 4-source crypto enrichment: Binance + OKX + CoinGecko + Yahoo
  • 3-venue requirement filters imposter tickers
  • Preview-then-confirm, plus a daily metadata refresh

BEST FOR

  • Keeping a clean, current universe of tracked assets
Always-On Ingestion

Always-On Ingestion

A heartbeat loop pulls market data, news, and events from 5 minutes to daily, embeds each fetch in-process, and writes it straight into the knowledge graph.

WHAT YOU GET

  • Price snapshots, sentiment, indices and on-chain stats
  • 51 RSS feeds, news, finance, tech, central banks, geopolitics
  • Daily universe screener across all 5 asset classes

BEST FOR

  • A knowledge base that's never stale
Tiered Storage & Drop-In APIs

Tiered Storage & Drop-In APIs

HOT (RAM) → WARM (redb) → COLD (zstd) tiers keep retrieval fast and storage cheap, with drop-in shims so existing agents point at the brain with one URL change.

WHAT YOU GET

  • In-RAM LRU cache over durable redb persistence
  • MCP server exposing brain_search / brain_ingest
  • Tavily and OpenAI-Embeddings drop-in endpoints

BEST FOR

  • Teams migrating off web-search tools and hosted embeddings
Action

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