Adral Blog

Intelligence that finishes the work.

The official Adral AI blog — notes from Adral, an intelligence company. We build models that return finished, editable work, and put them where the work happens: on the web, the desktop and the phone.

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  1. Playbook

    How to build a full-stack app with Adral (official playbook)

    Adral’s official six-step playbook: Agent mode researches, the Workspace plans and prototypes, and Adral Code builds and ships. Worked example, prompts and PDF. Applies to desktop…

    6 min
  2. Blog

    Intelligence that finishes the work

    Adral is an intelligence company. We build AI models that return finished, editable work — on web, desktop, and phone — not chat transcripts. Meet Adral…

    6 min
  3. Blog

    Adral vs Claude for AI Writing in India

    How Adral, an Indian AI company with its own models, compares with Claude for writing: what each does well, when Adral fits, and how to try…

    4 min
  4. Blog

    Indian LLMs like ChatGPT and Claude: Where Adral Fits

    Looking for an Indian AI company like OpenAI or Anthropic? How Adral — an Indian intelligence company with its own models, Adral and Adral Aran —…

    6 min

Models

Two models. One for general work, one for security.

The numbers below are the ones Adral publishes on its model cards — nothing more. Both run in the same product, on every surface.

General model

Adral

Reasoning, code, long-context analysis and agentic work in one model, with no tiers to choose between.

Parameters
280B total, 14B active
Architecture
MoE-Mamba
Sequence mixer
Selective state space, linear time, no KV cache
Experts
256 routed + 1 shared, top-8 per token
Context
1M tokens
Input
Text, code, images (PNG, JPEG, WebP), .docx, .xlsx
Available on
Web, Mac, Windows, iPhone, Android

14B of 280B parameters active per token

Security model

Adral Aran

India’s first uncensored security model, built to engage with offensive and defensive security work rather than decline it.

Parameters
7B total, 1.5B active
Architecture
MoE-Mamba
Sequence mixer
Selective state space, linear time, no KV cache
Experts
16 routed, top-2 per token
Input
Text, code
Available on
Web, Mac, Windows, iPhone, Android

1.5B of 7B parameters active per token

Benchmark figures on adral.ai are labelled as targets for models in development, not measured results. Model cards on adral.ai

Adral Chrome Extension

Adral, in your browser.

Give Adral a job. It reads the page, clicks, types and works across tabs until the task is done — now, or on a schedule.

01Give a job
Say what you want finished, in plain language.
02Understand
Adral reads the page and plans the steps.
03Act
It clicks, types and moves across tabs.
04Finish
The task is carried through to the end.

Tested on LinkedIn Easy Apply and on building a project page in Notion.

How the extension works

Adral Plugins

Adral, connected to your tools.

Plugins let Adral work in Notion, GitHub, Slack, Linear, email and any MCP server. Reading is logged, and every change waits for your approval.

Slack and Email never change anything. The others ask before every edit.

Explore plugins

Adral for Startups · Program 2026

Build your company on Adral.

Early-stage startups can apply for free AI credits to research, prototype, code and ship — on web, desktop and mobile — using Agent mode, Workspace and Adral Code.

Apply at startups.adral.ai
20M credits / mo
Studio-level, free for up to 3 months
All surfaces
Web · Mac · Windows · iPhone · Android
Reviewed weekly
Usually within 5 business days
  1. 01
    Apply

    Submit the form with your startup and how you’ll use Adral.

  2. 02
    Review

    Applications are read weekly; Adral may ask one clarifying question.

  3. 03
    Credits

    If accepted, Studio credits are granted to your Adral account email.

  4. 04
    Build

    Ship. Tell Adral what you launched.

For early-stage founders — idea through Series A — who will ship and use Adral weekly. India-first or global. Questions: hi@adral.ai

Start here

Learn Adral, one guide at a time.

TutorialGetting started with AdralYour first prompt, what Adral can hand back, and how to set up your first task.Start PlaybookBuild a full-stack app with AdralSix steps across Agent mode, Workspace and Adral Code — with the PDF.Open PluginsConnect Adral to your toolsNotion, email, MCP servers, GitHub, Slack and Linear: what each plugin can read and change.Explore IndexAll tutorialsEvery Adral guide, grouped by product and topic.Browse