ONE AI. FROM CONVERSATION TO EXECUTION.

Turn one conversation into a workflow MIMAR can run with you.

MIMAR carries your conversation, files, instructions, and decisions into visible steps that specialized agents can execute, validate, and hand forward—with you in control.

Join early access ↗See it work ↓

Built first for founders and lean teams running multi-step digital work.

MIMAR

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We are launching a new AI hosting service next month. Help me build the launch strategy and prepare everything we need.

MIMARThinking

I would start by clarifying the audience, offer, proof, and launch channels. This is larger than a single answer, so I can turn our conversation into an execution workflow and carry the full project context into every step.

01PositioningAudience, problem, promise, proof

02Launch assetsPage, campaign, content, sales material

Message MIMAR

＋ Ask for approval⌄ Thinking⌄ ↑

STAGEPrivate alpha in active development

PRODUCT SURFACESDesktop + CLI

INFRASTRUCTURESelf-hosted AI runtime

ACCESSEarly-access applications open

BUILT FIRST FOR FOUNDERS AND LEAN TEAMS

Move complex digital work from a request to a reviewed result.

MIMAR starts with work that crosses conversations, files, tools, and approvals—especially product delivery and launch execution.

Initial wedgeMulti-step product and launch work where the context, execution, validation, and final approval need to stay connected.

PRODUCT DELIVERY WORKFLOW

Move from a product request to a reviewed implementation.

MIMAR reads the project, clarifies the goal, plans the change, works across the required files and tools, validates the result, and prepares the work for your review.

CONTEXT INConversation + project files + instructions

RESULT OUTA verified change with the work and decisions visible.

01Context agentUnderstand the project✓
02Planning agentPlan the implementation✓
03Execution agentImplement across filesWorking
04Validation agentRun tests and repairQueued
05Human checkpointReview the changeApproval

Have a real workflow that currently breaks across chats, files, and tools?Join early access ↗

ONE WORKSPACE, TWO MODES

Think in conversation.
Execute as a workflow.

01CONVERSATION MODE

MIMAR Model

Ask, analyze, write, plan, and work with project context in a natural conversation.

Arabic and English conversations
Projects, files, memory, and instructions
Tools, terminals, and remote connections

02EXECUTION MODE

◇ → ◇ → ◇

MIMAR Workflows

Turn the same context into visible steps that specialized agents can execute, validate, and hand forward.

Build the process from the intended outcome
Keep inputs, outputs, checks, and decisions visible
Pause for human approval where judgment matters

KEEP THE CONTEXT. CHANGE THE MODE.

The work moves forward without starting over.

MIMAR keeps the conversation, project, files, instructions, and decisions attached as the work becomes executable.

01CONVERSATIONExplore the goalClarify the problem and outcome.

Context stays attached

02WORKFLOWStructure the workReview the steps, agents, and checks.

Outputs move forward

03EXECUTIONDeliver the resultRun, validate, approve, and repeat.

AI chat toolsFlexible, but one-off

✓ Natural conversation

✓ Fast answers and drafts

× Execution often stops at the response

× Processes are difficult to repeat and inspect

Workflow buildersRepeatable, but manually wired

✓ Structured processes

✓ Integrations and triggers

× You build the nodes before work begins

× Conversation context must be rebuilt

MIMARConversation-native execution

✓ Turn the same conversation into a workflow

✓ Agents execute and validate every step

✓ Keep context, inputs, and outputs visible

✓ Edit, retry, approve, and repeat

THE MIMAR MODEL

Our own AI model,
engineered for how real work moves.

MIMAR combines a customized AI runtime with persistent project context, memory, tools, and native workflow orchestration—so the same intelligence can think with you and execute the work with you.

01Customized intelligenceReasoning, behavior, tool use, and execution designed around the MIMAR experience.

02Persistent project contextConversations, files, instructions, sources, and decisions stay connected to the same goal.

03Native workflow executionMove the same context into visible steps, specialized agents, validation, and approval.

MIMAR Model● Project context active

Review this project, identify the launch gaps, and tell me what deserves attention first.

Reasoning

MIMAR

I found three launch-critical gaps: the offer is clear internally but not customer-facing, the proof is scattered across project files, and the launch tasks have no shared validation gate.

Approval requiredDeploy the launch pageExternal action

✓ Implementation complete8 files changed · tests passed

✓ Validation completeClaims, links, layout, and forms checked

! Action boundaryMIMAR cannot deploy until you approve

CONTROL BY DESIGN

Let MIMAR move fast.
Keep the important decisions.

Choose what can continue automatically and where MIMAR must pause before changing data, sending, publishing, merging, or deploying.

01Approval modesAsk every time, allow the workspace, or grant broader access when you choose.

02Step-level controlEdit, retry, skip, redirect, or replace any part of the workflow.

03Scoped context and toolsGive each agent only the files, connections, and permissions it needs.

FREQUENTLY ASKED QUESTIONS

Understand the product before joining early access.

What exactly is MIMAR?

MIMAR is one AI workspace for conversation and execution. You can think, write, analyze, and plan in chat, then turn the same context into a visible workflow that specialized agents can run with you.

How is MIMAR different from AI chat tools?

AI chat tools usually stop at an answer. MIMAR is designed to carry the same conversation, files, instructions, and decisions into visible steps that can be executed, validated, reviewed, and repeated.

What powers the MIMAR model?

MIMAR combines its AI runtime, persistent context, memory, tools, and native workflow orchestration into one integrated model experience built for thinking and execution.

Who is early access for?

Early access is for founders, operators, builders, and lean teams with real multi-step digital work—especially workflows that currently break across conversations, files, tools, and approvals.

When does MIMAR require approval?

MIMAR can pause before sensitive actions such as changing data, sending, publishing, merging, deploying, or using broader permissions. The workflow keeps those action boundaries visible.

Which product surfaces are being built first?

The first product surfaces are the MIMAR desktop experience and CLI, supported by a self-hosted AI runtime and native workflow system.

EARLY ACCESS

Start with a conversation.
Build the workflow from there.

Join private early access if you have a real multi-step workflow MIMAR could help structure, execute, validate, and carry to review.

For founders, operators, builders, and lean teams with real work to run.