The Consensus Memory Layer for Compliant, Reliable AI

Brain adds a human-verified knowledge graph to your LLM pipeline—delivering truthful, traceable answers every time.

Brain by The Up - Pipeline

PROBLEM

Flat GraphRAG Still Hallucinates

Vector search alone fabricates facts. Auto-generated graphs do better — until subtle conflicts creep in. Fixing them demands Cypher-level skills your domain experts don’t have. Brain reduces AI hallucinations to just 8% (internal benchmarks).

Chart showing VectorRAG 35 %, GraphRAG 18 %, Brain 8 % error rates
HOW IT WORKS

Detect · Verify · Deploy — all in one API.

Detect Conflicts

Automatically identifies factual conflicts and ambiguities within ingested knowledge.

Verify in SME Console

Domain experts resolve flagged facts in a no-code console, establishing the collective truth.

Deploy

Power your applications with guaranteed contradiction-free, traceable facts via the Brain API.

USE CASES

Where Flat AI Fails
Brain turns unstructured knowledge into reasoned, auditable answers. Working in symbiosis with SME in Your team, so you can apply it in high-stake situations where other LLM architectures fails.

Regulatory Q&A

Ask any clause, get a cited answer with version history and conflict notes

FOR:
• Pharma (GxP, EMA)
• Energy (CSRD, CBAM)
• Finance (MiFID II, SFDR)
Decision Support

Query historic decisions and playbooks in seconds — no more Slack archaeology.

FOR:
• Sales (playbooks, lost deals)
• Product (feature decisions)
Exception Handling

Every override gets a reason chain. Perfect for audits, crucial for trust.

FOR:
• Finance (KYC, compliance flags)
• Insurance (claims deviation, fraud)
• Operations (supply chain risks)
Incident R-C Analysis

Logs → causal chain → root fix, not symptom patch.

FOR:
• R&D (experiment troubleshooting)
• Manufacturing (process deviation)
You don't just should, you need to think about it.

"Businesses that do not use semantic modeling are limited in their ability to integrate and utilize internal data for downstream tasks."

Adapted from Gartner® : Adopt a Data Semantics Approach to Drive Business Value 2023 Check the report

We Partner with the World’s
Most Forward-Thinking Teams

Join our closed alpha to shape the future of enterprise AI—low-risk, compliance-ready.

See Brain in action

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