> ## Documentation Index
> Fetch the complete documentation index at: https://docs.avigrah.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Templates

AI Templates define **pre-built multi-agent systems** designed for specific use cases.

Each template represents a structured AI system with:

* Predefined agent architecture
* Execution logic
* Context configuration
* Output structure

Templates allow you to deploy complex AI systems without designing them from scratch.

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## Template Model

Each template is:

* A **multi-agent system**
* Pre-configured for a specific domain or use case
* Designed with optimized execution logic

When selected, a template becomes active through a project.

> A **Project is an instance of an AI Template**

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## Available Templates

### Customer Intelligence

* **Version:** v1.0.0
* **Suitable for:** E-commerce, Retail, Marketing, PR

A system designed to analyze customer behavior, segmentation, and engagement signals.

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### Investor Intelligence

* **Version:** v1.0.0
* **Suitable for:** Stock market companies, Brokerage firms, Financial institutions

A system focused on portfolio analysis, market signals, and financial insights.

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### Ads Execution Genie

* **Version:** v1.0.0
* **Suitable for:** Marketing, PR

A system built for campaign execution, performance analysis, and optimization workflows.

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## How Templates Are Used

Templates are selected during project creation.

* Select a template
* Configure pipelines, integrations, and teams
* Deploy as a project

Once configured, the system becomes active and ready for execution.

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## Execution Model

Each template operates as a **multi-agent system**.

* Agents perform specialized tasks
* Data flows through pipelines and context layers
* Outputs are generated based on structured reasoning

Execution behavior is optimized based on:

* Use case
* Industry
* Data structure

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## Versioning

Templates are versioned to ensure consistency.

* Default version: **v1.0.0**
* Future versions will introduce improvements and enhancements
* Existing projects remain stable on their selected version

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## Upcoming Templates

New templates are continuously being developed.

These include:

* Industry-specific systems
* Advanced execution models
* Expanded agent architectures

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## Positioning

AI Templates are the **system layer of intelligence** in Avigrah.

They enable:

* Rapid deployment of AI systems
* Consistent execution across use cases
* Scalable and reusable architectures