Agentic AI System

AI Agents That Think, Act & Protect

Not just pattern matching. HoundShield agents use a ReAct reasoning loop with 8 tools and 13 AI models to autonomously handle compliance at scale.

18
Agent Templates
8
Built-in Tools
13
AI Models
Custom Agents
Live Demo

Watch an Agent Think in Real Time

The ReAct loop in action — observe how the agent reasons through a compliance task, selects tools, and arrives at a decision.

Agent Execution — ReAct Loop
OBSERVE
THINK
ACT
RESULT
agent-reasoning.log
[OBSERVE]

Core Architecture

The ReAct Reasoning Loop

Every agent follows a structured reasoning pattern: Observe the environment, Think about the best approach, Act using tools, and Iterate until the task is complete.

STEP 01

Observe

Receives the request and gathers context. Reads previous conversation, tool outputs, and environmental state.

STEP 02

Think

Chain-of-thought reasoning about the best approach. Considers multiple strategies and selects the optimal path.

STEP 03

Act

Executes selected tools in parallel. Runs compliance scans, queries data, generates reports, searches the web.

STEP 04

Iterate

Evaluates the result. If the task isn't complete, loops back to Observe with new context. Continues until done.

Loops until task complete — average 2.3 iterations
Toolbox

8 Built-in Agent Tools

Every agent has access to these tools. Mix and match to create specialized workflows for any compliance or security use case.

Web Search

Real-time web intelligence for threat analysis and compliance research

Code Execution

Sandboxed code runner for data processing, validation, and automated scripts

Compliance Scan

Instant PII and sensitive data detection across 16 pattern types

Data Query

Structured data analysis with SQL-like queries on compliance events

File Analysis

Deep document parsing for contracts, policies, and regulatory filings

Chart Generation

Visual data reporting with auto-generated compliance dashboards

Knowledge Base

RAG-powered retrieval from your organization's compliance documentation

Web Browsing

Autonomous web navigation for regulatory monitoring and updates

Model Router

13 AI Models — 8 Free

Agents automatically route to the best model for each task. 8 free models for everyday use, 5 premium for maximum capability.

GPT-4o
OpenAI
PRO
Claude 3.5 Sonnet
Anthropic
PRO
Gemini 2.5 Pro
Google
PRO
GPT-4o Mini
OpenAI
PRO
Claude 3.5 Haiku
Anthropic
PRO
Gemini Flash
Google
FREE
Llama 3.3 70B
Meta
FREE
DeepSeek V3
DeepSeek
FREE
Qwen 2.5 72B
Alibaba
FREE
Mistral Small
Mistral
FREE
Gemma 3 27B
Google
FREE
Nemotron 70B
NVIDIA
FREE
Phi-4 Reasoning+
Microsoft
FREE
Templates

18 Pre-Built Agent Templates

Deploy specialized compliance agents in seconds. Each template comes with a fine-tuned persona, tool configuration, and domain expertise.

+ 9 more templates available in the Dashboard, plus unlimited custom agent creation

Build Your Own

Visual Agent Builder

Create custom agents in the Dashboard with our visual builder. Define personas, select tools, configure models, and deploy in seconds.

1
Define Persona
Compliance Reviewer
You are an expert compliance analyst. Review all content for regulatory violations...
2
Select Tools
Compliance Scan
Data Query
File Analysis
Knowledge Base
Web Search
3
Deploy
Claude 3.5 Sonnet
Ready to Deploy

Deploy Your AI Agent Army

The agent workspace ships 18 templates, 8 tools, and 8 AI models. Scale to unlimited custom agents on Pro.