Core Agents

Cross-cutting agents.
Not tied to one industry.

Core Agents are TotalApp's domain-agnostic backend agents — the same pipeline, input contract, and output shape regardless of which module, screen, or add-on calls them. Only the configured rules and prompts change per screen.

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Data Processing & Transformation

Turn raw input into clean, reliable records

Structured extraction from unstructured input, and two-sided data matching.

Routing & Decision Flow

Send every request to the right place

Classification and traffic control, plus a guardrail on everything an agent produces.

Knowledge & Analysis

Give every agent memory and insight

Semantic retrieval over your own data, and natural-language answers from your database.

Process & Automation

Run long workflows, reliably

Multi-step planning and triggering, plus threshold-based alerting across every channel.

General Purpose

Scoring and auditing, everywhere

The two original Core Agents — used across every module regardless of domain.