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AI workspace for real work

One request. The right agents. Real results.

Tell Miraal what you want to achieve. Your AI team plans, collaborates, executes and delivers.

The problem we solve

Real work does not fit in one prompt.

Useful work moves between research, specialist knowledge, tools, execution and review. Most AI products handle one of these. Miraal connects them around the outcome you want.

Scattered toolsOne connected workspace
Answers, not outcomesPlan, build, check, deliver
Black-box agentsPlan and price shown before a Swarm runs
Wasted spendFailed or cancelled runs are refunded
Real runs

Watch it work.

Two real runs from the live product. One Swarm build and one Code change, from request to result.

Swarm: 8 agents, 2 min 59 s, 15 credits.
Code: one request, a diff, applied. 1 credit.

Recorded 5 Nov 2026 on app.miraal.ai. Built from screenshots of the runs, with titles and camera moves added.

Specialists

270 specialist agents. 25 industries.

Swarm brings in the right specialists for your brief, from front-end engineers and compliance analysts to copywriters and market researchers.

270specialists
25industries
75functions
26departments
Why Miraal

More than a chat window.

General chatbots answer inside a conversation. Miraal is built to carry a request through to a result, and to show its work on the way.

A chatbot
Miraal
Big task
One long answer
Plan, specialists in parallel, review, one result
Cost
Unclear per task
Swarm estimate shown before it runs, failed runs refunded
Code
Text to copy
Real project files, a diff you review, you apply it
Honesty
May claim it ran something
Says plainly when it has not run code
Language
English first
English plus Indian languages
Use cases

What people use it for.

Build

Ship a small product

Describe an app or page, review the plan, check the diff, publish.

See Code →

Research

Understand a market

Search, compare and get one cited report instead of ten tabs.

See Explore →

Create

Launch with a team

Positioning, copy, site and creative from one brief with Swarm.

See Swarm →

Trust

Built to be checked.

Price first

A Swarm plan and credit estimate come before anything runs.

Refunded when it fails

Failed or cancelled Code, Swarm and agent runs refund their credits.

You stay in control

Miraal proposes code changes. You apply them. Nothing is sent without your say.

Chat is open now. Swarm and Code are in early access. The interactive demos on this site are illustrative; the two videos are from real runs. Try the real product →

FAQ

Questions, answered clearly.

What is Miraal.AI?

Miraal is an AI workspace that brings conversation, coding, exploration, specialist agents and creation into one connected place.

How is Miraal different from a normal chatbot?

A chatbot responds inside a conversation. Miraal can move from a request into structured work across Chat, Code, Swarm and Explore.

Which languages does Miraal support?

English plus Hindi, Bengali, Telugu, Marathi, Tamil, Urdu, Gujarati, Kannada, Malayalam, Punjabi, Odia and Assamese. Voice and some product features can vary by language.

How does Miraal Code work?

Understand the intent, plan the change, work with project files, run validation and review the result. You apply every change.

What does it cost?

Ganga is free with 60 credits a month. Paid plans are not open yet. Swarm and Code use credits, and you see the estimate before a Swarm job runs.

Contact

Talk to the Miraal team.

Questions about the product, your account, enterprise plans, integrations or partnerships. Write to us and we will get back to you.

General and support

Support

Help with Chat, Code, Swarm, billing and your account.

support@miraal.ai

Enterprise and partnerships

Work with us

Custom capacity, integrations, deployment needs and partnerships. Mention “Enterprise” in the subject.

support@miraal.ai

Where we are

Pune, India

Miraal.AI is built in Pune, Maharashtra. Company incorporation is in progress.

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Miraal Chat

You don’t need the perfect prompt.

Bring a question, a document, a decision or an unfinished idea. Start there.

Language intelligence

Think in your language.

Miraal recognises English and 12 Indian languages. Ask in the one you think in and get an answer in it.

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Miraal Code Early access

From intent to working software.

Plan the change, work in real project files, run it, and review the diff. You apply every change.

A real Miraal Code run, 5 Nov 2026: one request, a proposed diff, applied by the user. 1 credit. Built from screenshots of the run with titles and camera moves; not a continuous screen capture.
Prompt
Build a fintech analytics dashboard with revenue, customers and conversion metrics.
// Press “Build with Miraal”
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Miraal Swarm Early access

Intelligence works together.

A planner splits the brief, specialists work in parallel, QA reviews, and an assembler delivers one result. The plan and credit estimate come first.

A real Miraal Swarm run, 5 Nov 2026: 8 agents, 2 min 59 s, 15 credits. Built from screenshots of the run with titles and camera moves; not a continuous screen capture.
Brief→Planner→CodeCopyMedia→QA→Assembler
Progress (demo)
Specialist agentsParallel executionQuality reviewApprove before it runs
See it work

One brief. A coordinated team.

Run the demo: a single launch brief goes through six stages, from understanding to a delivered result.

Your brief
Launch a new fintech product for freelancers: research, positioning, website, copy and launch creative.
Press “Run the demo” to start.
A real plan and price

What a launch brief costs before it runs.

This plan was priced by Miraal’s own estimator, the same code that shows you the price before a Swarm starts. Brief: a landing page with copy, a hero image, working code and a quality check.

Step
Does
Credits
Plan
Splits the brief
1
Copy
Writes the page text
1
Image
Creates the hero visual
3
Code
Builds the page
6
QA
Reviews the result
2
Assemble
Delivers one result
1
14 credits in total, about 2.5 minutes. Steps that do not depend on each other run in parallel. Adding a 10-credit video makes it 24 credits and does not make it slower.

Estimated times are typical figures, not promises. Our own end-to-end Swarm test on 28 October 2026 completed for about 16 credits. Cost and time vary with the brief.

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Miraal Explore

Start with curiosity. Follow it somewhere useful.

Explore a market, understand a company, unpack a document, compare options or find what you have not considered yet.

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Agent Marketplace Preview

270 specialists across 25 industries.

A catalogue of specialist agents by industry and function. For a Swarm brief, Miraal picks the ones that fit, or you choose them yourself. Browse is opening step by step.

270specialists
25industries
75functions
26departments
Industries we target

Built for how Indian businesses actually work.

Number of specialists per industry. Technology, Banking, Finance and Insurance are the deepest today. The rest start with focused coverage and are growing.

Technology 63Banking 59Finance 59Insurance 59Agriculture 2Automotive 2Construction 2Education 2Energy 2Entertainment 2Fashion 2Food & Beverage 2Government 2Healthcare 1Hospitality 1Legal 1Manufacturing 1Media 1Nonprofit 1Professional Services 1Real Estate 1Retail 1Science & Research 1Telecommunications 1Transportation & Logistics 1
What they can do

75 functions, from code to compliance.

15 functions

Build

Frontend DevelopmentBackend DevelopmentMobile DevelopmentWeb DevelopmentDevOpsCloud EngineeringTestingAPI IntegrationDatabase ManagementSystems AdministrationCode GenerationCybersecurityMachine LearningQuality AssuranceIntegration Architecture
15 functions

Create

CopywritingGraphic DesignUI DesignUX DesignProduct DesignContent StrategyEditing & ProofreadingTechnical WritingPresentation Writing3D GenerationImage GenerationVideo GenerationMedia GenerationBrand ManagementLesson Design
13 functions

Grow

MarketingAdvertisingEmail MarketingSocial Media MarketingSearch OptimizationSalesSales OperationsLead GenerationPublic RelationsCommunity ManagementEcommerceCustomer SuccessCustomer Support
10 functions

Analyse

Data AnalysisData EngineeringBusiness AnalysisMarket AnalysisFinancial AnalysisForecastingResearchVisualizationStrategyDecision Support
13 functions

Run

OperationsProject ManagementProduct ManagementWorkflow DesignAutomationInventory ManagementSupply ChainHuman ResourcesRecruitingKnowledge ManagementDocument ProcessingEvent PlanningTask Planning
9 functions

Govern and serve

ComplianceRisk ManagementAccountingLegal AnalysisContract ManagementTranslation & LocalizationMedical InformationCare CoordinationTutoring

Each specialist is a focused agent with a role, a mission and a set of capabilities for one industry and function. It reads the plan and writes a short domain brief (findings, recommendations, risks) that the builders and the final result use. Specialists do not act on their own outside a run.

Example teams

Pick an industry and the work.

An illustration of how a team can look. Real teams are chosen from the catalogue for your brief.

Industry
Work
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Miraal Media Early access

Images and video, made inside your workflow.

Media is made by Swarm’s creative specialists from the same brief as your copy and code. You see the credit cost first, and a failed run is refunded.

What it costs

Credits per creative asset.

These are the credit costs Miraal charges today. Every Swarm plan shows the total before it starts.

Asset
Specialist
Credits
Image
Image designer
3
Logo or text in image
Logo designer
2
Video
Video specialist
10
3D asset
3D specialist
8

Image generation is part of Swarm today. Video and 3D are in early access, and which provider answers can vary. Quality varies by brief and provider, and you review everything before you use it.

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Plans

Start freely. Scale when the work does.

Choose the Miraal capacity that fits the way you work. Credits are used by Chat, Code, Swarm and media workflows.

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About Miraal

We are building an AI workspace that finishes work, not just conversations.

Miraal.AI is founder-led and built in Pune, India. The idea is simple: people do not need another chat window, they need the work done. So Miraal puts conversation, research, code, specialist agents and creative tools in one place, and connects them around the outcome you asked for.

Why we are building it

AI can answer. Work needs more than an answer.

01

Work is spread out

A single task touches research, writing, code, design and review, usually in different tools. Miraal keeps them together so context is not lost between steps.

02

Big tasks need a team

One model answering one long prompt is fragile. Miraal splits a brief, lets specialists work in parallel, and reviews the result before it reaches you.

03

India needs its own languages

People think in Hindi, Tamil, Telugu, Bengali, Marathi and more. Miraal recognises English and 12 Indian languages and answers in the one you use.

What Miraal is

Six products, one workspace.

Open now

Chat

Ask, attach files and images, research the web, and get answers in your language. Chats can be scheduled and agents created by asking.

Chat →

Early access

Code

Project files, a plan, a diff you review, a sandbox to run it, versions and publishing. Miraal proposes, you apply.

Code →

Early access

Swarm

A planner, specialists and a reviewer on one brief. Plan and price shown first, failed runs refunded.

Swarm →

Open now

Explore

Follow a question into research, and ask for a deeper cited report when you need one.

Explore →

Preview

Agent Marketplace

A catalogue of specialist agents by industry and job, being opened step by step.

Marketplace →

Early access

Media

Images and video made inside the same workflow, with the cost shown first.

Media →

How we work

Principles we hold ourselves to.

01

Say what ran

If Miraal has not run your code, it says so. We do not present guesses as results.

02

Price before action

A Swarm shows its plan and credits before it starts. Failed or cancelled runs are refunded.

03

You stay in control

Miraal proposes code changes, you apply them. Email goes out only from your own account when you send it.

04

Reliability before features

We test chat quality, language handling and failure cases before adding new surface area.

05

Honest labels

Open now, Early access and Preview mean what they say. The interactive demos on this site are illustrative; the two videos are from real runs.

06

Protect your data

See how in Security and privacy.

Where we are

Early, and moving in the open.

Miraal is in a controlled Beta. Chat is open to sign-ups, Swarm and Code are in early access, and the marketplace is a preview. We are a Private Limited company based in Pune, Maharashtra, and incorporation is in progress. If you want to try it, build with it, or work with us, we would like to hear from you.

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FAQ

Questions, answered clearly.

What is Miraal.AI?

Miraal is an AI workspace that brings conversation, coding, exploration, specialist agents and creation into one connected place.

How is Miraal different from a normal chatbot?

A chatbot responds inside a conversation. Miraal can move from a request into structured work across Chat, Code, Swarm and Explore.

Which languages does Miraal support?

English plus Hindi, Bengali, Telugu, Marathi, Tamil, Urdu, Gujarati, Kannada, Malayalam, Punjabi, Odia and Assamese. Voice and some product features can vary by language.

How does Miraal Code work?

Understand the intent, plan the change, work with project files, run validation and review the result. You apply every change.

What does it cost?

Ganga is free with 60 credits a month. Paid plans are not open yet. Swarm and Code use credits, and you see the estimate before a Swarm job runs.

← Home
Contact

Talk to the Miraal team.

Questions about the product, your account, enterprise plans, integrations or partnerships. Write to us and we will get back to you.

General and support

Support

Help with Chat, Code, Swarm, billing and your account.

support@miraal.ai

Enterprise and partnerships

Work with us

Custom capacity, integrations, deployment needs and partnerships. Mention “Enterprise” in the subject.

support@miraal.ai

Where we are

Pune, India

Miraal.AI is built in Pune, Maharashtra. Company incorporation is in progress.

← Home
Security and privacy

How we protect you and your work.

This page lists what Miraal does today. We would rather be specific and modest than make big claims. If something is not here, we do not claim it.

Your account

Sign-in protection.

Lockout on guessing

Repeated wrong passwords on one email lock sign-in for a while, even if the right password is tried next.

No account hints

Sign-in takes the same effort for unknown and known emails, so it does not reveal who has an account.

Bot checks

Sign-up and sign-in use a bot check, and the admin area has its own IP lockout.

Your data

What happens to what you send.

Personal details

Miraal has a PII gateway that screens requests going to model providers, so personal details are not passed on needlessly.

Your secrets

Secrets you add to a Code project are stored encrypted. Secret values are not written to our logs.

Your files

Uploads are size-limited and treated as untrusted. Text inside files, images and web pages is not allowed to give Miraal new instructions.

Error reports

When something fails, we record the type and place of the error, not the content of your message.

Deleting your data

You can delete your chats, and account erasure removes your stored data. Write to support to request it.

Your email

Connecting Gmail or Outlook is optional. Mail is sent from your own address, and only when you ask for it.

The platform

How the service is built.

Browser protections

Every response carries security headers: no content sniffing, no framing, strict transport, and no caching on sign-in and connector paths.

Allowed origins only

The API accepts requests only from Miraal’s own sites. In production only an allow-listed set of endpoints is exposed.

Isolated code runs

Code you run on the server runs in a sandbox, separate from other users. Published pages run under a strict content policy.

Watched in production

An automatic health check watches errors and new releases and flags problems early.

Spend protection

You see a Swarm price before it runs and can set a cap. Failed or cancelled runs are refunded.

You approve changes

Miraal proposes code changes and you apply them. Nothing is sent from your accounts without your say.

We do not yet hold formal security certifications and we are not claiming any. Miraal is a young product in Beta, so please do not put information in it that you are not allowed to share with a cloud service. Our Privacy Policy and Terms set out the legal detail. To report a security issue or ask about your data, write to support@miraal.ai.