Trusted by thinkers, creatives, researchers and students at :

Trusted by thinkers, creatives, researchers and students at :

Self-improving knowledge infrastructure for AI automations.

For teams running AI models in production, writing code, executing workflows, and operating with minimal human oversight

For teams running AI models in production, writing code, executing workflows, and operating with minimal human oversight

RReeaadd  tthhee  aarrcchhiitteeccttuurree
SSttaarrtt  iinn  yyoouurr  IIDDEE

Your agent doesn't need
more Memory.

CUSTOMER SUPPORT

My account is locked. Again.

My account is locked. Again.

Memory Systems

Here's an article on how to reset your password.

Structured Knowledge

We've restored your access. This lockout was caused by an SSO sync issue, not your password, and our engineering team is working on a permanent fix.

Most agents start every session from zero. A vector store retrieves text that looks similar. A chat buffer replays the last few turns. Neither of these is knowledge.

The model didn't fail.
The architecture did.

Your agent doesn't need
more Memory.

CUSTOMER SUPPORT

My account is locked. Again.

My account is locked. Again.

Memory Systems

Here's an article on how to reset your password.

Structured Knowledge

We've restored your access. This lockout was caused by an SSO sync issue, not your password, and our engineering team is working on a permanent fix.

Most agents start every session from zero. A vector store retrieves text that looks similar. A chat buffer replays the last few turns. Neither of these is knowledge.

The model didn't fail.
The architecture did.

How Session data
becomes knowledge

Information generated through sessions evolves into structured agent knowledge.

Information generated through sessions evolves into structured agent knowledge.

How it works-

Every event enters through a typed pipeline: kind, source, payload, context. Nothing is dumped. Everything is shaped.

P.04

Knowledge

P.03

Confidence

P.02

Linking

P.01

Admission

What separates LocusGraph
from a Vector Store.

Other memory systems

LocusGraph

Format

Text + embeddings

Typed events with payload + links

Admission

Append everything

Validated, classified, scored

Decay

None, or window truncation

Contradictions lower confidence

Linking

Implicit similarity

Explicit, typed edges

Graduation

None

Event → Pattern → Skill

Output

Similar snippets

Validated knowledge for the task

Across sessions

Re-retrieves

Compounds

Across models

Often vendor-bound

Model-agnostic

Other memory systems

LocusGraph

Format

Text + embeddings

Admission

Append everything

Decay

None, or window truncation

Linking

Implicit similarity

Graduation

None

Output

Similar snippets

Across sessions

Re-retrieves

Across models

Often vendor-bound

Other memory systems

LocusGraph

Format

Text + embeddings

Typed events with payload + links

Admission

Append everything

Validated, classified, scored

Decay

None, or window truncation

Contradictions lower confidence

Linking

Implicit similarity

Explicit, typed edges

Graduation

None

Event → Pattern → Skill

Output

Similar snippets

Validated knowledge for the task

Across sessions

Re-retrieves

Compounds

Across models

Often vendor-bound

Model-agnostic

”?><&*(,<_+:%^#*!:{?>,.);’.[(‘[}|{:|&!=-]*(>./#@$’<}+=-?’;/-)_”|\.,[[-=()&_#@?,<”]-=#>_/”<>??><&*)_(,<_+:%^#*!:{?

$>{?*”><&*(,<__”|\()^/’.+_?.’*&%)”./,@!_=.,[[-=()&_#@?,<”]-=>/_+”*^)?!/’<”>?_@)+!%^:’;]$><>"#(){?<>*”><&*(,<__”|\

(&#>{?+=/,_@%&.’]\^(_?<”?”<_)>?%#!”{&?.’*&%)”./,@-]’.<{=.,[[-=()&_,<”]-=>/+!%^:’;]:{)+!#.<>}+%@!)/+(.,}/,”+_(&#>{

”?><&*(,<_+:%^#*!:{?>,.);’.[(‘[}|{:|&!=-]*(>./#@$’<}+=-?’;/-)_”|\.,[[-=()&_#?,<”]-_#>/>{?>,.);’.[(<>‘[}|{:|&=-]*(

%@(*’/]_@({&”_*@_”|\()^/’.+_?/;-\%)”./,@!_=.,[[-=()&_#@?,<”]-=>/_+”*^)?!/’<”>?_>]?<”+^%”].<>})*|^_!.’[@)&_,<”]—="

(=’.>{?+=/,_?^@”>]\/.[”?”<_)>?%#!”{&?.’*&:>{”./,@-]’.<{=.,[[-=()&_,<”]-=>/+!%^:’.{)+!#./,”+_=-)$_!?<]'=/+!%^+’;><

”?><&*(,<_+:%^#*!:{?>,.);’.[(‘[}|{:|(&=-]*(>./#@$’<}+=-?’;/-)%”|\.,[[-=()&_#@?,<”]-)>/>":?)<+(.#&)>}_!#_)<>{.}=%^

$>{?*”><&*(,<__”|\()^/’.+_?.’*&%)”./,@!_=.,[[-=()&_#@?,<”]-=>/_+”*^)?!/’<”>?_@)+!%^:’;-]-=>/|)_@>_+”*^)?!/%^’<”>?

’]\^(_?<”<_[>%#!”{&?.’*&%)”#>{?+=/,_@;%&.<{=.,[$?>[-=()&_,<”]-=+>/+!%^/.@”%^&+!#./,”+_[-=()&_#@?,<”<_+/'[_+'.[-%^

”?><&*(,<_+:%^#*!:{?>,.);’.[(‘[}|{:!#-]*(>./@$’<}+=-?’;/-)_”|\.,[[-=()&_#@?,<”^_>"_=@&">_%^-/+=>/-0=#@(&'.7_+/_+'

%@(*’/”_*@_”|\()^/’.+_?/;-\%)”./,@!_=.,[[-=()&_#@?,<”]-.</_+”*^)?!/’<”>?_><”+^%”]..’[@[_)>:@|>+*+0-()+'/]/@>>)-%^

$>{?*”><&*(,<__”|\()^/’.+_?.’*&%)”+/,@!_=.,[[-=()&_#@?,<”]-=/_+”*^)?!/’<”>?_@)+!%^:’;])$]-=>/_+”*^<>\;,[)?!/’<”>?

”?><&*(,<_+:%^#*!:{?>,.);’.[(‘[}|{:|&=-]*(>./#@$’<}+=-?’;/-)_”|\.,[[-=()&_#@?,<”<_+/'[_+0”+_%^=-)$_!?<]'=/+!%^:’;

(&#>{?+=/,_@%&.’]\^(_?<”?”<_)>?%#!”{&?.’*&%)”./,@-]’.<{=.,[<>^%*_#[-=()&_,<”]-'=/+!%^:’)$;]:{)+!#./,&@>?<"-_@(”+_

(=’.>{?+=/,_?^@”>]\/._@.'=^}|{+></,?%#!”{&?.’*\-?’;/-)_”|\.,[[.<{=.,[[-=()&_,<&)+!#./[,”+_=->?)$<]">.,']*&%<,/%-.

Built for the engineers
shipping the agents.

SDK SURFACE

Store

Store

Persist structured memory

Persist structured memory

Retrieve

Retrieve

Access relational context

Access relational context

Connect

Connect

Link events & outcomes

Link events & outcomes

Organize

Organize

Contexts & permissions

Contexts & permissions

Reason

Reason

Traverse the graph

Traverse the graph

AI SDK

Python

OpenAI HTTP

1

2

3

4

5

6

7

8

9

10

11

12

13

await locus.store({

kind: "decision",

source: "agent",

payload: { ... },

context: "skill:safe_pagination",

links: [{ type: "reinforces",

target:"pattern:pagination_bounds"}],

});



const skill = await locus.retrieve({

context: "skill:safe_pagination"

});

✓ One SDK, five operations

✓ LLM-agnostic by design

✓ Native MCP / Cursor / Claude

✓ Inspectable cognition

✓ Permissioned contexts

The knowledge your agents produce is your IP.

design agent

system status

frontend

customer support

The knowledge your agents produce is your IP.

design agent

system status

frontend

customer

support

Knowledge survives migrations

→ Switch OpenAI → Anthropic without losing history.

Knowledge survives migrations

→ Switch OpenAI → Anthropic without losing history.

Typed audit trail

→ Every admission, link, and graduation is signed and queryable.

Typed audit trail

→ Every admission, link, and graduation is signed and queryable.

Typed audit trail

→ Every admission, link, and graduation is signed and queryable.

Per-context isolation

→ Prod workspace cannot read from staging context.

Per-context isolation

→ Prod workspace cannot read from staging context.

Per-context isolation

→ Prod workspace cannot read from staging context.

Bring-your-own-model

→ Plug any LLM. Knowledge lives outside the weights.

Bring-your-own-model

→ Plug any LLM. Knowledge lives outside the weights.

Bring-your-own-model

→ Plug any LLM. Knowledge lives outside the weights.

Your agents don't just execute.
They compound.

Trusted by Teams Who Run Better Meetings

Real teams rely on our AI to capture every detail, keep everyone aligned, and turn meetings into meaningful outcomes.

Real teams rely on our AI to capture every detail, keep everyone aligned, and turn meetings into meaningful outcomes.

"This tool has completely changed the way we run meetings. No more note-taking, no more confusion — just clear summaries and action items, every single time."

Aisha Khan

Head of Product

Omar Siddiqui

Head of Data

Don Rudish

Ops Lead

Rohan Thakur

Data Lead

Sami Rahman

Sales Lead

"This tool has completely changed the way we run meetings. No more note-taking, no more confusion — just clear summaries and action items, every single time."

Aisha Khan

Head of Product

Where Structured Agent Knowledge belongs.

Coding agents

Stop repeating off-by-one bugs across repos.

Coding agents

Stop repeating off-by-one bugs across repos.

Customer agents

Remember the resolution, not the transcript.

Customer agents

Remember the resolution, not the transcript.

Analyst agents

Compound institutional reasoning, not just answer questions.

Analyst agents

Compound institutional reasoning, not just answer questions.

Multi-agent systems

A shared, validated knowledge surface.

Multi-agent systems

A shared, validated knowledge surface.

Multi-agent systems

A shared, validated knowledge surface.

IDE assistants

Smarter per developer, per repo, per team.

IDE assistants

Smarter per developer, per repo, per team.

Research agents

Distinguish what was tried from what was learned.

Research agents

Distinguish what was tried from what was learned.

Frequently Asked Questions

Frequently
Asked Questions

Clear answers on how the AI works, how your data stays secure, and how your team benefits.

Clear answers on how the AI works, how your data stays secure, and how your team benefits.

How does the AI summarizer work?

It captures your meeting audio, analyses the conversation, and generates clear summaries, action items, and key decisions automatically.

Does it work with Zoom, Meet, and Teams?

Yes. You can connect it to any major video meeting platform with one click.

Is my meeting data secure?

Absolutely. All recordings and transcripts are encrypted end-to-end and processed securely.

Can my team collaborate on summaries?

Yes. You can share summaries instantly, assign tasks, and keep everyone aligned in one workspace.

Do I need to keep the app open during meetings?

No. Once connected, it joins automatically and handles everything in the background.

Does it support multiple languages?

Yes. It supports transcription and summarization in most major languages.

Can I edit or customise the summaries?

Of course. You can refine, rewrite, or expand any section with one click.

How much storage do I get?

Your workspace includes unlimited summaries and unlimited meeting history.

Is there a free trial?

Yes. You can use all core features for free before choosing a plan.

How does the AI summarizer work?

It captures your meeting audio, analyses the conversation, and generates clear summaries, action items, and key decisions automatically.

Does it work with Zoom, Meet, and Teams?

Yes. You can connect it to any major video meeting platform with one click.

Is my meeting data secure?

Absolutely. All recordings and transcripts are encrypted end-to-end and processed securely.

Can my team collaborate on summaries?

Yes. You can share summaries instantly, assign tasks, and keep everyone aligned in one workspace.

Do I need to keep the app open during meetings?

No. Once connected, it joins automatically and handles everything in the background.

Does it support multiple languages?

Yes. It supports transcription and summarization in most major languages.

Can I edit or customise the summaries?

Of course. You can refine, rewrite, or expand any section with one click.

How much storage do I get?

Your workspace includes unlimited summaries and unlimited meeting history.

Is there a free trial?

Yes. You can use all core features for free before choosing a plan.

Agents should get better.

Every meeting into clear, actionable outcomes

Not just longer-context. Not just better-prompted.

SSttaarrtt  iinn  yyoouurr  IIDDEE