This library is organized into three parts:

• Native Engines - high-performance, deeply integrated system components that power every workflow, automation, and intelligence module across the platform.

• Agents — modular building blocks that perform specific tasks (such as search, forecasting, optimization, data ingestion, or orchestration).

• Workflow Templates — ready-made, end-to-end solutions built by assembling agents into complete workflows that can be run instantly.

Together, native engines, agents and workflow templates form a plug-and-play ecosystem that allows teams to rapidly deploy AI capabilities with custom development — giving technical users full flexibility to customize and extend workflows as needed.

Native Engines are not sold individually, and they do not appear in commercial catalogs. Instead, they form the technical foundation that makes ChordianAI programmable, context-aware, scalable, and enterprise-secure.

Native Engines provide the low-level cognitive, orchestration, data, and compute capabilities that customer-facing modules rely on.

They guarantee consistency, determinism, auditability, and performance across all workloads.

Agents are ChordianAI’s modular building blocks — self-contained, specialized components that each perform a distinct function inside a workflow. They are intelligent services that handle a specific part of an AI or automation process.

Examples of what agents do:

• Pull data from systems (List Builder)

• Search or map information (AI Search, Knowledge Graph)

• Analyze trends or patterns (AI Analyzer, UniForecaster)

• Optimize decisions (Optimizer Engine)

• Execute actions or export outcomes (Alert Agent)

Each agent has:

• A clear purpose

• Defined inputs and outputs

• A parameter panel for configuration

• The ability to plug into any workflow

Agents allow enterprises to reuse, combine, and orchestrate intelligence without rebuilding the same logic each time. They are modular, interoperable, and can run independently or as part of a larger workflow.

Workflow Templates (Ready-Made Solutions) — are prebuilt, end-to-end workflows that solve a complete business problem out of the box.

Instead of assembling agents manually, users can:

1. Pick a template

2. Connect their data

3. Run the solution immediately

Each Ready-Made Solution comes with:

• A predefined sequence of agents

• Configuration presets

• Industry-aligned logic

• Built-in analytics and outputs

These templates dramatically shorten the time it takes to operationalize AI — from months of development down to minutes of setup.

Examples:

• Churn Prediction (Forecast customer attrition)

• Supply-Chain Optimization (Optimize routing & cost)

• CostGuard AI (Analyze & reduce cloud + SaaS spend)

• Predictive Maintenance (Forecast equipment failures)

• Workforce Shift Planning (Generate optimal staffing schedules)

Most enterprises know the problem they want to solve but lack the time, infrastructure, or experts to build the solution internally. Ready-Made Solutions give them instant deployment and fast ROI, without engineering overhead.

ChordianAI’s ecosystem operates like a library of intelligent components (agents) and complete solutions (templates):

• Agents = the building blocks

• Workflow Templates = the finished solutions

Users can:

• Run ready-made solutions immediately, or

• Create custom workflows by assembling agents in the Workflow Builder, or

• Let the AI Analyzer generate a workflow automatically from a text description

This dual model provides:

• Speed for business teams

• Flexibility for technical teams

• Scalability for enterprises with multiple use cases