Context makes AI work.
We make context that scales.

Robot Network's proprietary Context Engine delivers industry-leading performance, built into the orchestration layers of hyperscalers and systems integrators.

Request a Demo

Learn more

→

From Data to Context:

Reliable AI Starts with Context

Reliable AI
Starts with Context

Robot automatically creates and maintains persistent business context from enterprise documents, giving knowledge management systems and AI agents the context they need to deliver accurate, reliable results.

The shared context improves accuracy, reduces hallucinations, lowers inference costs, and delivers AI you can trust.

Robot automatically creates and maintains persistent business context from enterprise documents, giving knowledge management systems and AI agents the context they need to deliver accurate, reliable results.

The shared context improves accuracy, reduces hallucinations, lowers inference costs, and delivers AI you can trust.

How it works

→

Business Impact

Beyond the

Knowledge Graph

A knowledge graph gives you
Who and what exists, and how it links.

Robot gives you
What it all means, and how it is used.

Learn More

→

Computed,
Not Searched

Builds relevant semantic context before reasoning, eliminating repeated searches and retrieval.

Computed,
Not Searched

Builds relevant semantic context before reasoning, eliminating repeated searches and retrieval.

Computed,
Not Searched

Builds relevant semantic context before reasoning, eliminating repeated searches and retrieval.

Context,
One Call

Delivers connected knowledge in a single call, reducing tokens, model calls, and latency.

Compliance Aware
Automation

Delivers connected knowledge in a single call, reducing tokens, model calls, and latency.

Traceable
and Verifiable

Every answer is grounded in context, with direct links to original source evidence.

Traceable
and Verifiable

Every answer is grounded in context, with direct links to original source evidence.

Continuously
Up to Date

New and changing enterprise knowledge automatically updates the semantic context layer.

Continuously
Up to Date

New and changing enterprise knowledge automatically updates the semantic context layer.

Only Turnkey Solution for 100K+ Documents

Leading Performance at Scale

Benchmarked against published results from leading Al systems, Robot delivers top-ranked accuracy and efficiency across complex reasoning tasks and enterprise-scale document collections.

Public Benchmarks

RANKINGS

MultiHop-RAG

HotpotQA

Natural Questions

EnterpriseRAG-Bench

Stateless
Execution

Robot AI

PERFORMANCE

#1 Overall

#2 Overall

#1 Single-Search

Persistent System
of Record

Most Al retrieval systems repeatedly search and reread documents, increasing token consumption and processing overhead as knowledge bases grow. These repeated steps slow down answers.

Robot computes context before reasoning, reading 5x less text than GraphRAG and ranking #1 among single-search systems across 511,962 documents.

Deployment

Operational from Day One

Operational
from Day One

Deployed once. Works everywhere. Updates automatically.

Robot is delivered as a complete AI system with built-in products and the infrastructure to support them. Install it once, connect to your systems, and begin running production workflows immediately.

01.

Provision the Service

Deploy a dedicated robot instance to your cloud or as an appliance.

02.

Sync with Enterprise Data

Securely connect to enterprise systems, databases, documents, and operational platforms. and keeps data local. Robot syncs continuously and keeps all data and its context up to date.

03.

Activate Built-in Products

Launch production ready Knowledge Base and Business Intelligence services on top of the business context layer created by Robot.

04.

Extend with Agents

Work with Robot to build custom agents for your customers, or connect existing agent frameworks through API. All agents run on the same structured context layer inside the dedicated appliance.

Case Studies

Proven in Demanding Environments

Robot delivers where power is constrained, security is mandatory, and reliability must be guaranteed. Accurate AI in these settings depends on continuously maintained business context and a live system of record.

Robot Network's proprietary Context Engine delivers industry-leading performance, built into the orchestration layers of hyperscalers and systems integrators.

Reliable AI Starts with Context

Reliable AIStarts with Context

Robot automatically creates and maintains persistent business context from enterprise documents, giving knowledge management systems and AI agents the context they need to deliver accurate, reliable results.

The shared context improves accuracy, reduces hallucinations, lowers inference costs, and delivers AI you can trust.

Robot automatically creates and maintains persistent business context from enterprise documents, giving knowledge management systems and AI agents the context they need to deliver accurate, reliable results.

The shared context improves accuracy, reduces hallucinations, lowers inference costs, and delivers AI you can trust.

Beyond the

Knowledge Graph

A knowledge graph gives youWho and what exists, and how it links.Robot gives youWhat it all means, and how it is used.

Computed,Not Searched

Computed,Not Searched

Computed,Not Searched

Context, One Call

Compliance Aware Automation

Traceable and Verifiable

Traceable and Verifiable

Continuously Up to Date

Continuously Up to Date

Leading Performance at Scale

Leading Performance at Scale

Benchmarked against published results from leading Al systems, Robot delivers top-ranked accuracy and efficiency across complex reasoning tasks and enterprise-scale document collections.

Benchmarked against published results from leading Al systems, Robot delivers top-ranked accuracy and efficiency across complex reasoning tasks and enterprise-scale document collections.

Public Benchmarks

Robot AI

Robot AI

Most Al retrieval systems repeatedly search and reread documents, increasing token consumption and processing overhead as knowledge bases grow. These repeated steps slow down answers.

Robot computes context before reasoning, reading 5x less text than GraphRAG and ranking #1 among single-search systems across 511,962 documents.

Operational from Day One

Operational from Day One

Operational from Day One

Deployed once. Works everywhere. Updates automatically.Robot is delivered as a complete AI system with built-in products and the infrastructure to support them. Install it once, connect to your systems, and begin running production workflows immediately.

Provision the Service

Sync with Enterprise Data

Activate Built-in Products

Extend with Agents

Proven in Demanding Environments

Proven in Demanding Environments

Proven in Demanding Environments

01

Military & Defense

01

Military & Defense

02

International Conglomerate

02

International Conglomerate

03

US Colocation Provider

03

US Colocation Provider

04

Gaming Software Company

04

Gaming Software Company

05

University Medical Center

05

University Medical Center

06

Private Equity Firm

06

Private Equity Firm

Reliable AI
Starts with Context

A knowledge graph gives you
Who and what exists, and how it links.

Robot gives you
What it all means, and how it is used.

Computed,
Not Searched

Computed,
Not Searched

Computed,
Not Searched

Context,
One Call

Compliance Aware
Automation

Traceable
and Verifiable

Traceable
and Verifiable

Continuously
Up to Date

Continuously
Up to Date

Operational
from Day One

Deployed once. Works everywhere. Updates automatically.

Robot is delivered as a complete AI system with built-in products and the infrastructure to support them. Install it once, connect to your systems, and begin running production workflows immediately.