AI-POWERED READINESS

Be ready
before it matters.

Run a guided assessment and Jumbi scores your readiness, surfaces every gap, risk, and blind spot, and hands you a prepared action plan in seconds.

THE PRODUCT

One assessment. A whole readiness picture.

Describe what you’re getting ready for and watch Jumbi score every dimension — then flip to the prepared action plan when you’re ready to close the gaps.

JUMBI · ASSESSMENT

PROMPT

Are we ready to ship this release to production?

Scope: a customer-facing web service

Going live to all users next week

Score coverage, confidence, and risk

security
  • no exposed secretsready
  • auth reviewedready
  • input validationready
  • rate limitinggap
testing
  • critical pathsready
  • edge casesready
  • load testedready
operations
  • rollback plangap
  • monitoringgap
  • runbookready
dependencies
  • licenses clearready
  • no abandoned libsready
  • versions currentgap
  • audit cleanready
Export · PDFExport · Share linkExport · History
78
READINESS
Out of 100
8
DIMENSIONS
Coverage · confidence · risk
5
READY
Prepared and signed off
3
GAPS
Prioritized in your plan
6.2s
SCORED
Intake to report

FIG. 01 · PROMPT TO PREPARED

“Prompt panel, scored readiness scorecard, and the prepared action plan — from a single question.”

READINESS · 78/100
ASSESSES YOUR WHOLE STACK

Point Jumbi at the sources your team already ships from — repos, pipelines, and dependencies — and get a readiness score on whatever you build.

GitHub
GitLab
Bitbucket
CI/CD
Codebases
Pull Requests
GitHub
GitLab
Bitbucket
CI/CD
Codebases
Pull Requests
Frameworks
Dependencies
Test Suites
Docs
Issues
Releases
Frameworks
Dependencies
Test Suites
Docs
Issues
Releases

Plus pasted snippets, uploaded files, and design docs, and plain-English context — deeper integrations are on the roadmap.

WHAT YOU GET FROM EVERY ASSESSMENT

0+
ASSESSMENTS RUN

Across teams, codebases, launches, and audits.

0
READINESS DIMENSIONS

Coverage, confidence, and risk — scored every time.

0+
ACTION ITEMS GENERATED

Prioritized, prepared steps to close every gap.

0s
TIME TO REPORT

From intake to a scored readiness plan in under a minute.

THE FEATURES

Six surfaces. One workflow that gets you ready.

Every feature is shaped around a real moment in getting prepared — running the assessment, reading the score, analyzing the gaps, and working the plan to close them.

assessment · new

WHAT ARE YOU GETTING READY FOR?

A production launch of our customer-facing web service

JUMBI ASKS

Who owns the rollback plan?
Is monitoring already in place?
01ASSESS

Guided assessment

Describe what you are getting ready for. Jumbi asks the right questions and figures out which readiness dimensions actually apply — no rubric to build.

  • Conversational clarifying questions
  • Adapts to your scope and timeline
  • Paste code, upload files, or just describe it
readiness · 78 / 100
coverage96
confidence92
risk88
operations64
02SCORE

Readiness score breakdown

A single readiness score, broken down across every dimension — coverage, confidence, and risk — so you see exactly where you stand at a glance.

  • One headline readiness score
  • Scored across all dimensions
  • Readiness level from beginner to advanced
gap analysis
  • No rollback owner assigned
  • Alerting not configured
  • 2 dependencies out of date
  • Critical paths under test
  • No secrets exposed in code
03ANALYZE

Gap analysis

Every gap surfaced and weighed by impact — unowned work, missing safeguards, untested paths — so you know what is actually holding you back.

  • Gaps ranked by impact and effort
  • Blind spots you would have missed
  • What is already ready, signed off
04PLAN

Prepared action plan

Each gap becomes a prioritized, prepared step — with owner, priority, and effort — so you can close them in order instead of guessing where to start.

  • 01

    Prioritized, prepared next steps

  • 02

    Owner, priority, and effort on each

  • 03

    Work the plan and watch your score climb

action plan
AllHighMediumLow
01 Configure alerting for errors + latency
high · owner unassigned
02 Assign rollback owner + steps
high · effort low
milestones · over time
First assessment52
Gaps closed71
Re-assessed78
05TRACK

Milestones over time

Re-run an assessment whenever things change and Jumbi tracks every milestone, so you can see your readiness trend up as you close the gaps.

  • Every assessment saved to your history
  • Watch your readiness trend over time
  • See which gaps you have already closed
share report

Engineering lead

Readiness 78/100

Product owner

Readiness 78/100

Stakeholders

Readiness 78/100

Public link

Readiness 78/100

06SHARE

Shareable readiness report

Hand your team or stakeholders a clear readiness report — score, gaps, and plan — over a link or PDF, instead of a hand-written status update.

  • Share with leads, owners, or stakeholders
  • Export a clean PDF or public link
  • Everyone sees the same readiness picture
READINESS, SCORED

Three dimensions. One score you can trust.

Every assessment Jumbi runs is scored the way a careful reviewer would grade it — so “ready” means actually ready, not just hopeful.

96
/ 100

Coverage

Higher is better

Measures how much of what matters you have actually accounted for — the areas, checklists, and edge cases that should be ready before this ships.

92
/ 100

Confidence

Higher is better

Grades how strong the evidence is behind each answer — tests passing, docs in place, owners assigned — so a "ready" really means ready.

88
/ 100

Risk

Higher is better

Flags the gaps most likely to hurt — unowned work, missing safeguards, untested paths — and weighs them by impact before they become incidents.

THE SCORE

readiness = (coverage + confidence + risk) / 3

Across all three dimensions, this assessment scores 92/100 ready to ship. Every score is explained, so you know exactly what to prepare next.

92
Ready
HOW IT WORKS

Three steps. Sixty seconds.

No rubrics to build. No audits to run by hand. No blank-page paralysis. Assess, plan, prepare.

01

Assess

Answer a guided assessment in plain English. No spreadsheets, no rubrics to invent — just describe what you are getting ready for.

02

Plan

Jumbi scores your readiness across every dimension — coverage, confidence, and risk — and turns the gaps into a prioritized action plan. In seconds.

03

Prepare

Work through the prepared steps, re-run the assessment, and watch your score climb. Track every milestone in your history as you close the gaps.

BY HAND VS. WITH JUMBI

Skip the hours of manual review.

Building a rubric, scoring each area, remembering the risks, and writing up next steps takes hours — and one missed gap ships unprepared. Jumbi does it in seconds, scored and prioritized, every time.

By handHours
Manual
Effort
90
Coverage
55
Confidence
30
7 blind spots likelyreadiness.report
FEWER
0
mistakes shipped
With JumbiSeconds
Done
Effort
100
Coverage
100
Confidence
95
0 blind spots likelyreadiness.report

WHAT JUMBI HANDLES FOR YOU

Scored across every readiness dimension

Gaps surfaced and prioritized for you

Blind spots you would have missed

A prepared action plan ready to run

PRICING

Start free, scale when it counts.

Free covers side projects and the occasional check-in. Pro is for the teams who assess readiness every week and want the full action plan.

Free

$0forever

For solo builders and side projects that need a readiness check now and then.

Try the demo
  • 5 assessments per month
  • All core assessment features
  • Readiness score and breakdown
  • Gap analysis on every dimension
  • Basic action plan
Most popular

Pro

$15/ month

Cancel anytime. Unlimited assessments, full action plans.

For teams who assess their readiness every week.

Start Pro →
  • Unlimited assessments
  • Full prioritized action plans
  • Complete history and trends
  • Milestone and event tracking
  • Shareable readiness reports
  • Priority support

FAQ · STRAIGHT ANSWERS

Questions. Answered.

Everything you’d want to know about assessments, scoring, privacy, and pricing. Tap a question to expand.

Jumbi runs a guided assessment across readiness dimensions — coverage, confidence, and risk — then scores how prepared you are and where the gaps sit.

READY WHEN YOU ARE

Stop guessing if you’re ready.

Run a guided assessment, get a readiness score and a prepared action plan in seconds. Free for 5 assessments a month. No card required.

Your inputs and assessments are scoped to your account — never used to train models.