KorthreadKorthread

The Unified Context Platform

Korthread℠ creates a unified context graph by ingesting source context through Blueprints, discovering entities, and normalizing relationships. Agents ask over MCP or A2A through Korthread Fabric, and your data never leaves the systems that own it.

01Architecture

From Fragmented Data to Unified Context

Platform
Blueprints
Agentic discovery and ingestion of schema, data, and events
Explore
Industrial & OT
S
R
P
Healthcare
E
V
R
Financial Services
F
P
T
ERP & Back Office
S
W
S
Cloud
A
M
G
Data & Analytics
S
D
P
Security & Identity
C
W
O
AI & LLM
O
A
N
Source
Context
KorthreadKorthread
Contextualize and enrich source context
Agents
Joiner
Semantics
Embedding
Correlation
Enrichment
Checkpoint
Topology
Risk Score
Enriched
Context
Unified Context Graph
UnifiedGraphEntitiesInsightsEventsTemporalState
Context Studio
Model the entities and relationships no system owns
Unified
Context
Agentic Layer
Korthread Fabric
Fabric
Serve unified context to agents
Explore
MCP
A2A
Skills
Agent Catalog
Actionable
Context
Korthread Agents
Agentic AI
Consume context to act on problems
Explore
Korthread KWorksKWorks
Korthread KapitalKapital
Korthread KHealKHeal
Korthread KDefendKDefend
Korthread KohortKohort
Your Custom Agent
What that looks like

Blueprints crawl QMS, MES, ERP and shipping. Korthread threads them into one graph and Context Studio adds the links no system records. So when lot C-4471 fails QC, an agent asks one question and gets the answer none of those systems hold on its own: 847 units already in the field, across 12 customer sites, 17 days after it shipped.

02What Changed

Most Platforms Stop at “What Exists”

Knowing what you have is table stakes. The hard questions are how you got here, what changed, and who decided. Korthread answers all three in a single query.

MESERPSHIPPINGQMSLot C-4471 shippedEntered 3 BOMsReached 12 sitesQC flags the failureFeb 14Feb 18Feb 26Mar 217 days undetectedA snapshot shows all four facts. Only a timeline shows the gap between them.

Graph tells your agent what exists. Events tell it what changed. Insights tell it what it means. Together, they turn every agent action into an informed decision.

03Four Pillars

Built as one unified system

Ingestion, context graph, agent SDK, enterprise security. Four pillars that make unified context operational.

  1. 01
    Agentic Discovery and Ingestion
    Feed the graph.
  2. 02
    Unified Context
    Build the graph.
  3. 03
    Agent SDK
    Power the agents.
  4. 04
    Enterprise Ready
    Secure everything.
03.1Ingestion

Connect Any Source, Automatically

Korthread's internal agents use the Blueprint SDK to create integrations for any data source. No custom work required.

01

API & GraphQL

REST APIs, GraphQL endpoints, webhooks. Internal agents discover schemas and build integrations automatically.

02

Files & Exports

CSV, JSON, Parquet, data lake exports. Agents parse, normalize, and map entities into the graph.

03

Streams & Events

Kafka topics, change data capture, and event buses. Blueprints listen for movement instead of waiting for the next scheduled crawl.

04

Operational & OT

OPC UA, MQTT, SCADA tags, and process historians. The plant floor speaks its own protocols, and Blueprints speak them too.

05

Industry Standards

HL7 FHIR, DICOM, EDI, and ISO 20022 messages. Regulated formats are parsed and mapped into the graph like any other source.

06

SDK-First Architecture

Every integration is built on the Blueprint SDK. The same SDK is available for custom integrations when you need full control.

04In practice

Leave Your Systems Alone

Korthread threads context across your systems and reads from the owner at query time. No copies, no second warehouse, nothing governed twice.

QMS·MES·ERP·Shipping→types and relationships up|actions back down→rows stay put
One question, answered across all four
{
  "question": "Lot C-4471 failed QC. Where did it go and who has it now?",

  "read_at_query_time": {
    "qc_result":         "fail",         // QMS
    "shipped_at":        "2026-02-14",   // MES
    "bills_of_material": 3,              // ERP
    "customer_sites":    12              // Shipping
  },

  // derived by Fabric, stored in no system
  "units_in_field":  847,
  "undetected_days": 17,

  "next_actions": [
    "Recall lot C-4471 across 12 sites",
    "File regulator notice, window closes in 72h"
  ]
}

Blueprints do write back when an agent acts, raising the order or filing the notice. What never leaves is your data. See how Blueprints work

05See it

One question. One answer. Your systems, left alone.

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