MEMORY SKILLS PROCESSES BEST PRACTICE U2 · BRAIN SCHEMAJ4 · HARNESS I/O STAFFCUSTOMERSSAASDATASYSTEMS COMPANY BRAIN TB-01 · 2026
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BUILD MOMENTUM · A COMPANY BRAIN FOR YOUR BUSINESS

Every business will run on an AI brain.

Transform your AI from assistant to auto-pilot with a Telos Brain. Maximize your AI learning rate while maintaining control and ownership.

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LOG > “Handles the messy stuff really well — token budgets, compaction, sub-agents, multi-tennancy.” — Matt Jay
J2 · EXPANSION SLOTS
01↗
Use Lovable + Brain
02↗
Use Vercel + Brain
03↗
Use Developer CLI
U3 · THE HARNESS

A brain works best when paired with a custom app.

Your business has a unique shape: staff, customers, systems, data. The software that wraps that shape is a custom app — the harness. It works best when coupled with a brain that knows how you work. They need each other.

MODULE A
Your custom harness
The app that fits the unique shape of your business
STAFFCUSTOMERSSAASDATASYSTEMS
THEY NEED EACH OTHER
MODULE B
Your company brain
How you think, decide and learn
MEMORYSKILLSPROCESSESBEST PRACTICES

A generic AI workspace is someone else's shape. Your business needs its own app, and a brain built for it. They only work together.

U4 · THE PROBLEM

Without a shared brain, every agent builds its own understanding of your business.

WITHOUT · OUT OF STEPDESYNC
AGENT 1
OWN VERSION
AGENT 2
OWN VERSION
APP
OWN VERSION

Each agent and custom app holds its own version of how you work, which is a scary idea for a business. Nothing is shared, so they fall out of step.

WITH · ONE SHARED BRAINALIGNED
AGENT 1
AGENT 2
APP
COMPANY BRAIN

A brain is the understanding they share. Agents and apps use the same one — how you decide, what you've learned, and what should happen next.

A shared brain brings your agents and your apps into alignment.

U5 · WHAT A BRAIN IS

A brain is like a database.

It has a schema and it has data. You define it, you run it, and your app connects to it — the same way an application talks to a database. The definition does not change when the host does.

DIMM 01

Brain schema

How the business works. This is your intellectual property: versioned, portable, and yours.

WORKFLOWS
TOOLS
SKILLS
BLUEPRINTS
CONFIG
DIMM 02

Brain data

What the business has learned and is working on. Your data stays yours.

MEMORY
ENTITIES
UNITS OF WORK
TELEMETRY

You deploy this the way you deploy a database. The harness talks to it.

SEE HOW IT WORKS ↗
U6 · OWNERSHIP

Your schema and data are yours.

You own the source code and the brain schema. Your data stays yours. Change where it runs and the brain moves with you.

Run it yourself as an open-source container, or run it on Telos Cloud. Same schema either way. Telos Cloud is consumption-priced.

COMPARE PLATFORMS ↗
SOCKET COMPATIBILITY
ANTHROPIC
AWS
MICROSOFT
GOOGLE
DATABRICKS
VERCEL
LOVABLE
+ SELF-HOSTED

Runs anywhere. Locked to nothing.

U7 · LEARNING RATE

Built to raise your learning rate.

The most important thing to design into a brain is how fast it can get better.

01

One schema

The whole brain lives in one schema — not scattered through your code. One place to manage it. One place to improve it.

02

Deploy it

Run the same brain in many environments, or for many clients. Tenancy is built in, so each stays separate.

03

A brain skill book

Your dev agent can build and manage the brain schema using our skills. The brain can also fix and improve itself.

04

Evals in the runner

Telemetry, visibility, evals and simulations sit within the brain runner. Fast verification means a faster learning rate.

05

An inbox

Email a lesson, import a meeting transcript or add your expert opinion when the brain finds a gap. Everything to learn lands here — with human control over what becomes practice.

U8 · FOUR LEARNING LOOPS

A brain that can learn.

A business where AI is working does not stay still. The brain is designed to learn at every level: facts daily, skills weekly, direction monthly — and new lab capability when it ships.

CLK 01

Context

DAILY · FULLY AUTOMATED

Memory from every unit of work. Evidence is captured as work happens, so you stop paying AI to relearn the business.

CLK 02

Craft

WEEKLY · AUTOMATED OR HUMAN-IN-THE-LOOP

Evaluate what worked and what should improve. Skills, workflows and tools are refined — and people decide what becomes practice.

CLK 03

Compass

MONTHLY · STRATEGIC INPUT

Alignment with your goals and direction. As priorities change, the brain changes with them.

CLK 04

Capability

ON RELEASE · SCHEMA UPGRADE OR REDEPLOY

When the AI labs ship new capability, apply it to your schema — or redeploy — without a rebuild.

A brain that cannot learn is just a prompt library.

J9 · BOOT OPTIONS

Two ways to start. Fast or faster.

[1] SELF-BUILD

Brain as infrastructure

Your team defines the schema, deploys it, and connects the harness via the Execution API.

BUILD IT YOURSELF ↗
[2] FULLY MANAGED

The Software Factory

Telos designs, builds and runs a custom agent — brain included, fully managed.

TALK TO AN APP DIRECTOR ↗
TELOS BRAIN · POWER ON

Build momentum. With smart AI.

Turn what your business knows into a brain your app can use.

Let's build your Company Brain.
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