AI Readiness Assessment

Measure Your Readiness BeforeYou Ship

Jumbi assesses your project across security, code quality, dependencies, and test coverage, then gives you a risk-oriented scorecard where lower risk means more ready. Get a prioritized action plan and re-assess over time to track real improvement.

JumbiLive
Jumbi key art: a round glass dial with an indigo arc and a needle, a white beam meeting its rim, on a dark reflective stage

Features

PowerfulFeatures

  • Readiness Scorecard

    Get an overall readiness score with per-category breakdowns across security, code quality, dependencies, and test coverage. Scores are risk-oriented, so a lower score means lower risk and higher readiness.

    • Overall risk-oriented score
    • Per-category bars & ring
    • Security, quality, deps, coverage
    • Lower risk means more ready
  • Gap Analysis & Action Plan

    Jumbi surfaces the gaps holding back your readiness and turns them into a prioritized action plan, ranking each item by impact and effort so you know what to fix first.

    • Prioritized gap list
    • Impact and effort ranking
    • Clear next actions
    • Focus on what matters most
  • Per-Category Deep Dives

    Drill into any category to understand exactly what's driving its risk score, with detailed findings for security, code quality, dependencies, and test coverage.

    • Detailed per-category findings
    • Understand each risk driver
    • Security and dependency detail
    • Coverage and quality breakdowns
  • Trend & Benchmark Tracking

    Re-assess over time to watch your risk trend down as you improve, and compare your readiness against peer and industry benchmarks to see where you stand.

    • Re-assessment over time
    • Risk trend tracking
    • Peer & industry benchmarks
    • Measure real improvement

How it works

HowJumbi Works

  1. Run an Assessment

    Point Jumbi at your codebase to assess security, quality, dependencies, and coverage

  2. Get a Scorecard

    See your overall risk-oriented score and per-category readiness breakdown

  3. Review the Action Plan

    Work through gaps prioritized by impact and effort

  4. Re-Assess Over Time

    Run it again to track your risk trending down and benchmark your progress

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Use cases

Who UsesJumbi

  • Teams Adopting AI

    Assess readiness before shipping AI-generated code to production

  • Platform & Security Leads

    Track risk across categories and drive improvement with a clear action plan

  • CTOs & Eng Leaders

    Benchmark readiness against peers and monitor risk trends over time

  • Reviewers & Auditors

    Use the scorecard and deep dives to evaluate a project's production readiness

Jumbi

Pricing

  • Free

    $0/forever

    Assess your first project

    • Run readiness assessments
    • Overall score & scorecard
    • Basic gap analysis
    • No credit card required
    Get started
  • Pro

    Recommended

    $15/per month

    For teams improving readiness

    • Unlimited assessments
    • Full gap analysis & action plan
    • Per-category deep dives
    • Re-assessment trend tracking
    • Peer & industry benchmarks
    • Report export & priority support
    Start Pro
  • Enterprise

    Custom

    For organizations at scale

    • Everything in Pro
    • SSO / SAML
    • Self-host option
    • Custom benchmarks & categories
    • Dedicated support
    • Compliance reporting
    Contact us

Integrations

Integrations

Assess the code and projects you already work in, and share results where your team lives

  • Repository / Codebase

    Platform

  • Report Export

    Export

  • Benchmarks

    Format

  • Scorecard PDF

    Export

  • Jishu Labs

    Jishu Labs

FAQ

FrequentlyAsked Questions

Jumbi is built and maintained by Jishu Labs. Last updated .

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