Home/Products/Engram
TUEO Product · Knowledge & Memory Substrate · Intelligent-Foundation Knowledge & Memory Layer
EN

Engram

The suite-level knowledge / memory substrate, a foundation alongside identity: document knowledge base, conversation memory and an entity-relation graph in one foundation that auto-organizes and grows itself — private, lightweight, data stays on-premises.

Book a demo →View the architecture
Three-in-one KB / memory / graph Growth self-organizing auto-refinement Delivery lightweight deployment · data stays on-premises
tueo-Engram — knowledge & memory substrate
◆
Enterprise knowledge base
Answers based on your internal enterprise materials — evidence-based, never invented
Knowledge
☾
Conversation memory · auto accumulation
Everyday collaboration settles into memory on its own — the knowledge base grows itself
Memory
◉
Knowledge relations · multi-step follow-up
Understands the connections between facts and supports multi-step follow-up
Relations
Where it fits in the system
cohort / studiocapabilitiesengramidentity
View the full architecture →
Core capabilities

The platform remembers, grows and can’t be replaced

A knowledge / memory base consumed by every product — one substrate that turns documents and conversations into accumulated, verifiable knowledge.

Capability · 01

Enterprise knowledge base

Turn policies, documents and processes into an enterprise knowledge base. Questions are answered directly from internal materials — evidence-based, never invented. AI answers the enterprise's questions with the enterprise's own knowledge.

Capability · 02

Conversation memory, auto-accumulated

Day-to-day collaboration and Q&A accumulate into long-term memory on their own: the system summarizes, filters out noise and resolves contradictions automatically — the knowledge base gets more accurate with use and grows by itself.

Capability · 03

Knowledge linking & multi-step follow-ups

More than isolated answers: it understands how pieces of knowledge connect and supports multi-step follow-ups — "ask about A, then drill into B". Facts are connected into judgment.

Capability · 04

Content safety & tiered control

Sensitive content is governed in tiers — who can see what and what may not leave the organization, all configurable to company policy. The more sensitive, the tighter the control.

Capability · 05

Unified permissions, fully traceable

Knowledge access is governed under the same unified identity permissions. Every read and every answer is traceable, and data is strictly isolated between departments — each sees only its own.

Capability · 06

Lightweight deployment, data stays on-premises

A small footprint that is quick to deploy and Chinese-first. Enterprise knowledge always stays inside the organization — data never leaves, and it understands the enterprise better with use.

Knowledge & Memory Foundation · Cross-Cutting Support

Identity answers "who you are" — Engram answers "what you know, and remember"

A knowledge / memory cross-cutting layer alongside identity, consumed by every product in the suite.

01

It grows itself

Auto-refinement turns documents and conversations into curated knowledge — contradictions resolved, noise removed.

02

Three-in-one

Knowledge base + conversation memory + knowledge relations — one foundation, end to end.

03

More accurate with use

"Data stays on-premises, knowledge accumulates, can't be swapped out" — a story decision-makers understand.

04

Private & lightweight

Lightweight deployment, data stays on-premises, Chinese-first — covering every ToB privatization requirement.

Get started with Engram

Give the platform a memory it keeps

Book a demo to see how knowledge and memory become a foundation your whole suite grows on.

Book a demo →View architecture