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IQVigilant answers

Builds internal tools on FastAPI and React where plain-language questions query your database and return charts, with deterministic or agentic agents.

Free plan · From $99/moActively maintained

Developer toolsAnalyticsAgentsFor developers
iqvigilant.ai ↗Launched on Product Hunt · Jul 16, 2026
Open iqvigilant.aiAlternativesSet it up for my teamIs IQVigilant answers yours? Claim the card →
At a glanceswept Oct 17, 2026

1.4k installs/mo

Emerging

For
Developers and enterprise teams building internal tools with AI agents on FastAPI and React
Price
Free plan · From $99/mopricing page, read Oct 22, 2026
Activity
Actively maintainedrelease 3 weeks ago
Company
JuiceMantics S.A. · Domain since 2026privacy policy · domain registered
Used for
  • query company databases in plain language and get charts
  • run approved deterministic plans so agents avoid guessed answers
  • import OpenAPI specs as agent tools
read off iqvigilant.ai on Oct 22, 2026
Worth knowingcomputed from what we read · each with its source
  • Publishes llms.txt, a file written for AI assistantsiqvigilant.ai ↗
  • Launched on Product Hunt on Jul 16, 2026Product Hunt ↗
Pricingpricing page, read Oct 22, 2026

Free plan · From $99/mo

pricing page

Your datawhat they publish, each line with its page · read Oct 22, 2026

These are IQVigilant answers's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

Alternatives in Developer toolsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Questions this page answers
  • What is IQVigilant answers?

    Builds internal tools on FastAPI and React where plain-language questions query your database and return charts, with deterministic or agentic agents. It is listed in the Atlas under Developer tools and made by JuiceMantics S.A.

  • Who is IQVigilant answers for?

    Developers and enterprise teams building internal tools with AI agents on FastAPI and React

  • How much does IQVigilant answers cost?

    IQVigilant answers has a free plan; paid plans start at $99/mo, per its pricing page on 2026-10-22.

  • Is IQVigilant answers free?

    Yes, IQVigilant answers has a free plan, per its pricing page on 2026-10-22.

  • Do people use IQVigilant answers?

    Emerging: 1.4k installs/mo (pypi).

  • Is IQVigilant answers still maintained?

    Actively maintained: release 3 weeks ago.

  • Who owns IQVigilant answers?

    IQVigilant answers is run by JuiceMantics S.A., per its privacy policy (2026-10-22).

  • What are alternatives to IQVigilant answers?

    In Developer tools, by use: Progress Telerik, Bugster, Carbon Design System, Verdent AI, Firebase Studio, Camber.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk