TurnPanel

Your AI work is scattered. Bring it into one workspace.

General intelligence is here, bring it home. Unify models, conversations, agents, browser activity, files, memory, and tools in TurnPanel.

Watch the launch video (opens YouTube in a new tab)
TurnPanelBook Thursday's team dinner
Operations / Book Thursday's team dinnerJob
Find a table for six near the office Thursday at 7 PM.
Sheru9:41 PM
I'll compare available restaurants and keep the final booking in your hands.
Search reservations…✓ Done
Sheru9:41 PM
I found three matching tables and opened the best-rated option.
Browser…Running
Sheru9:42 PM
The reservation is ready for review. I paused before the confirmation step.
BrowserRunning
tablefind.com/austin/search
TABLEFINDAustin
Thu, Sep 107:00 PM6 guests
3 tables near the office
Juniper & OakItalian · 0.4 mi★ 4.8 (326)
6:457:007:15
Review reservation
Ready for review
HybridAsk Sheru anything…
Public beta

Download for

WindowsmacOS

v26.09.16 · beta

Desktop apps

Runs on your computer

  • macOSNative app
  • WindowsNative app
  • LinuxComing soon
Remote access · Pro

Reach it from anywhere

  • BrowserWeb access
  • AndroidWeb app · PWA
  • iOSWeb app · PWA

Local by design

Your AI workspace.
Yours to own.

TurnPanel runs on your computer. Your memory and skills stay with your workspace, whichever model you use.

Your computerLocal workspace
TurnPanel
  • Agents & toolsRun tasks on your computer
  • Built-in automation browserNavigate sites, fill forms, and complete tasks
  • AutomationsSchedule agents and tools to run
  • Local modelsRun inference on your hardware
  • VoiceSpeak to your agent and hear replies
  • MemoryKeep preferences across conversations
  • Self-evolving skillsReuse the methods you teach
  • Files & conversationsKeep your working history locally
  • Apps & integrationsConnect tools through apps and MCP servers
  • Terminals & background processesRun commands and follow ongoing work

Work air-gapped. Chat with local models and work with files on your computer.

Browser automation

A built-in browser.
With an agent at the wheel.

Optimized specifically for agents to navigate, fill forms from memory, research your options, and order what you need, with human input only when it’s needed.

TurnPanelInteractive demo
Restock my coffee Local model

Order my usual coffee and send it to my home.

Sheru

From your memoryMedium roast · Whole beanHome delivery details
  1. ✓ Found your usual coffee
  2. ✓ Filled the delivery form
  3. ↗ Ready for your payment step
Sheru

Message Sheru…
BrowserWaiting for you
https://roast.example/checkout
DAILY ROASTCartCheckoutConfirm
House BlendMedium roast · Whole bean · $16.00
Delivery details Filled from memory
Full name
✓
Delivery address
✓
City
✓
ZIP code
✓
Payment detailsComplete this step privately in the browser.
Card number ••••   ••••   ••••   ••••
Your turn, just for this step.Hand back when you’re ready.Hand back

Built for local models

Compact page context and precise browser controls keep small models focused.

Less repeating yourself

Use remembered preferences and details to fill forms, shop, and book.

A hand only when needed

Step in for a login, payment, or confirmation. Your agent picks up from there.

Custom apps

Ask for the tool you wish existed.

Turn an idea into a real local app with remembered state, useful actions, and a responsive interface that lives inside TurnPanel.

TurnPanelApps / Trip budgetCustom app preview
Build it in conversationDescribe the job, not the interface
Build a shared trip budget that tracks expenses and shows who should settle up.
Trip budget createdResponsive, local, and ready to use
Custom app

Trip budget

Track shared expenses and settle up fairly.

Total spent$1,248.70
To settle3 people
Your balance+$84.20
Add an expenseKeep the trip current as you go.
Dinner at Juniper$86.40
Recent expenses4 people
Dinner at JuniperPaid by Maya · split 4 ways
$86.40
CabinPaid by you · split 4 ways
$720.00

Extension marketplace

Share a complete workflow, or install one.

Package skills, apps, scripts, spaces, and automations into an extension. Publish it to the marketplace, or download complete extensions built by others.

SkillsAppsScriptsSpacesAutomations
Explore the marketplace

Context that stays with you

It remembers you.
And builds on what works.

Your memory, files, and self-evolving skills live together on your computer, ready for the next task, even when you switch models.

Stored on your computerIllustrative example
Memory

What matters to you.

Useful details that carry into the next conversation.

Your preferences
Medium roast. Whole beans.
Your details
Deliver to your home address.
Your way of working
Show a shortlist before ordering.

Remembered across conversations.

Self-evolving skills

How you like things done.

Teach your agent once. It adapts for next time.

  1. 01 · You teach it

    “Compare the price per bag before you choose.”

  2. 02 · The skill evolves

    Compare pack sizes and unit prices when restocking.

  3. 03 · It applies next time

    Your next shortlist includes a price comparison.

Automatic refinement with background maintenance.

Restock coffee

A new conversation
Time to restock my coffee.
Sheru

I’ll compare medium-roast whole beans by price per bag and bring you a shortlist before ordering.

Already in context
Remembered preferences

Medium roast · Whole beans
Ask before ordering

Learned method

Compare pack sizes and price per bag.

Your working context, tooFilesConversationsProject notes

Start where you left off

Start a new conversation or switch models. Your agent draws on saved preferences and relevant context, so you can pick up without explaining everything again.

Teach it once. Build on it.

Show your agent how you want a task done. With background maintenance enabled, it automatically refines the skill and applies your guidance the next time.

Keep your context yours

Your memory, files, and skills stay in your local workspace. Choose which models work with that context, without moving your working history to another app.

Your models. Your choice.

Bring your favorite model.
Or find your local match.

Start with the free TurnPanel model, bring Codex, OpenRouter, OpenCode, or any OpenAI-compatible endpoint, or let TurnPanel find and run a local model for your computer.

Connect a provider

Already have a favorite?

Bring your account or API key.

CodexConnect your account
OpenRouterBring your API key
OpenCodeUse your provider
Custom endpointOpenAI-compatible

Or start with the free TurnPanel model.

Run on your computer

Let us find your local match.

The built-in engine handles the setup.

  1. 01 · Benchmark

    Get to know your hardware

    Measure GPU, memory, and inference speed.

  2. 02 · Recommend

    Find models that fit

    Recommendations tailored to your machine.

  3. 03 · Download & run

    Your model, running locally

    Served on your computer. No per-token fees.

Keep using downloaded models offline.

Different models. The same workspace.

Choose local, online, or hybrid routing for your tasks.

LocalOnlineHybrid

Local means yours

Run downloaded models offline, with no per-token inference charges.

Let the task choose

Hybrid routing can send more demanding work to your configured online models.

A free place to start

TurnPanel Free includes a hosted allowance, alongside your own providers and local models.

Remote access Pro

Your workspace stays home.
You can go anywhere.

Your agent, memory, and skills live on your computer. With Pro, securely reach your full workspace from any browser, phone, or other device, wherever you are.

At home

Your computerOn & online
TurnPanelYour local workspace
Agent
Memory
Skills
Your files. Your context. Stored here.

Everything stays in your workspace.

Secure access

Anywhere you are

Your TurnPanel address
Sheru

Connected to your computer.

Is the launch ready?

The checklist is ready for your review.

Message Sheru… ↑
Sheru
Launch checklist
What’s left to do?

The final preview is ready. Take a look?

Launch previewReady to review
Message… ↑
Any browserYour phoneAnother computer

Keep your computer on, connected to the internet, and remote access enabled.

Observability

See where every
token goes.

Understand usage across your agent, connected apps, and models. Track online spend, spot usage trends, and estimate the value of running locally.

Gateway / ObservabilityIllustrative demo data
All sources
Requests
100K
Input tokens
240M
Output tokens
60M
Online cost
$400.00

Tokens per day

Input Output
7 days agoNow

By source

See which apps use your gateway.

SourceRequests / Tokens / Cost
TurnPanel agent75K / 225M / $300.00
My writing app25K / 75M / $100.00

By model

Understand how each model is used.

ModelTokens / Online cost
Local engine240M / $0.00
Connected models60M / $400.00

Put local usage in perspective.

The ROI calculator compares your local-engine tokens with an online model’s rates, so you can explore estimated savings.

Local tokens×Comparison rates→Estimated online cost
An estimate, separate from actual online spend.

Keep an eye on your allowances.

Models → Usage also brings together Codex quota, the TurnPanel model allowance, and web-search usage.

  • Codex quota
  • TurnPanel model
  • Web searches

Your next idea.
Your own AI workspace.

Bring your models, teach your agent, and turn ideas into finished work with memory and skills that stay on your computer.

Download the beta