AI Agent

IQVigilant

IQVigilant is an AI-native dynamic engine for building enterprise-grade applications with deterministic AI agents, natural language querying, and no-code page building.

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IQVigilant

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What is IQVigilant?

IQVigilant is an AI-native dynamic engine that enables enterprises to build safe, deterministic AI agents and internal tools using a modern FastAPI + React stack, with features like natural language querying, drag-and-drop page building, and dynamic business rules.

IQVigilant vs Similar AI Tools

Pricing ModelFree, Freemium, PaidFree, FreemiumFreeFree
Free Credits
Key Features
  • Safe AI Agents with deterministic, agentic, and hybrid execution modes
  • Natural Language Querying & Charting from databases and documents
  • Drag-and-Drop WYSIWYG Page Builder and Journey Engine
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Deterministic AI reduces token costs and eliminates hallucinations
  • Modern, developer-friendly stack (FastAPI, React, Ant Design)
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Free tier limited to 1 user
  • Licensing tied to installation, no hosted SaaS option mentioned
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Enterprise developers building internal tools
  • Teams wanting safe AI agents without data leakage
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use IQVigilant?

  1. 1Connect your database connection string.
  2. 2Define business rules and workflows using the WYSIWYG builder.
  3. 3Create and deploy AI agents with configurable safety levels (deterministic, agentic, hybrid).
  4. 4Use natural language to query data and generate charts.
  5. 5Promote trusted agentic plans to deterministic for safe everyday use.

IQVigilant Key Features

  • Safe AI Agents with deterministic, agentic, and hybrid execution modes
  • Natural Language Querying & Charting from databases and documents
  • Drag-and-Drop WYSIWYG Page Builder and Journey Engine
  • Dynamic Business Rules Engine with AST-restricted evaluator
  • Modern stack: FastAPI, SQLModel, React, Ant Design, WatsonX

IQVigilant Use Cases

  • Building trusted AI applications for enterprise
  • Internal analytics and dashboards from plain language queries
  • No-code creation of guided user workflows and UIs
  • Safe automation of business processes with deterministic AI

IQVigilant Pricing & Free Credits

IQVigilant currently operates on a Free, Freemium, Paid model.

Free Tier

Free

$0

Free for 1 user, includes Natural Language & AI Agents.

Paid Plans

Standard

$99/month

8 users included, then $10/user/month. Includes Natural Language & AI Agents.

Free

$0

Free for 1 user, includes Natural Language & AI Agents.

Standard

$99/month

8 users included, then $10/user/month. Includes Natural Language & AI Agents.

IQVigilant Pros & Cons

Pros

  • Deterministic AI reduces token costs and eliminates hallucinations
  • Modern, developer-friendly stack (FastAPI, React, Ant Design)
  • No-code tools empower business users
  • Built-in safety levels for enterprise trust

Cons

  • Free tier limited to 1 user
  • Licensing tied to installation, no hosted SaaS option mentioned
  • Some features (Personalization, Dynamic Rules) priced separately

What is IQVigilant best for?

  • Enterprise developers building internal tools
  • Teams wanting safe AI agents without data leakage
  • Organizations seeking lower AI total cost of ownership

IQVigilant FAQ

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