Best AI Provider to Banks and Financial Institutions across Middle East & Africa
Best AI Product in Quality Engineering
Pick your role to learn more.
Build faster.
Ship Better.
Spend Less.
See risk before it reaches production. Cut rework cost.
70%
Lower cost of change
↑3x
Increase in Delivery capacity
- Launch products and features ahead of competitors.
- Scale innovation without scaling teams.
- Reduce rework, delays, and delivery risk.
Plan Faster.
Build Better.
Deliver Predictably.
Spend less time defining work and more time delivering business value.
2x
Increase Sprint Predictability
85%
Improvement in Requirement Quality
- Generate delivery-ready requirements in minutes.
- Prevent defects before development begins.
- Improve sprint planning accuracy and delivery confidence.
Design less.
Test smarter.
Ship confidently.
Accelerate software delivery with greater productivity, quality, and release confidence.
↑3x
Team Productivity
50%
Faster Time-to-Release
- Automate repetitive engineering activities
- Reduce costly downstream surprises
- Ship quality software at speed
Think Your Story Is Ready? Scan It Free. Find Out.
Why Teams Choose Thumba
The measurable impact of AI across the software lifecycle.
Advisors and Partners
Do not take our word for it
Real teams. Real backlogs. Real Friday afternoons saved.
Thumba has significantly improved the way we translate high-level requirements into clear, actionable user stories, acceptance criteria, and test cases. What's been especially valuable is the ability to identify gaps early - before development even begins - which has kept our projects on track. We were at risk of missing key milestones, for one of our largest initiatives, due to timing and resource constraints.
However, in less than 1 hour, using Thumba, 30+ user stories were scanned for gaps and generated over 50 detailed test cases - along with preconditions, test steps, test data, and expected results for each. That acceleration not only saved 40 hours on a single project but allowed us to move forward with greater confidence and maintain delivery momentum.
How a $1.5B real estate leader saved $65,000 — in less than 5 minutes with Thumba
A US-based real-estate firm — 8,000 employees, a 6-month delayed release, 30% over budget, 40% defect slippage. Thumba scanned 155 user stories, found 90% had gaps, and rewrote the path to go-live. Read what changed.
- The 3-stage approach: retrospective, ongoing, future release
- $65,000 saved · 80 hours of rework avoided
- How QA hit 80% coverage on test-cases Thumba generated
One context. Every stage.
Thumba carries the requirement through six stages — nothing gets lost in handoff, no one re-explains the brief.
Pick your role. See your outcome.
Time to market
Ship the same scope, two weeks earlier.
Cost of rework
Defects caught in requirements never reach production.
Production defects
Fewer hotfixes. Calmer release weeks. Better NPS.
Predictable delivery
Sprints land where you said they would.
Scenario coverage
Every business path tested. Nothing forgotten.
Business ↔ IT alignment
What the business intended is what IT shipped.
Validate stories
21 checks against INVEST + enterprise standards.
Auto-fix gaps
Thumba writes the missing AC, NFR, edge cases. You approve.
Epics → stories
Drop an epic. Get sprint-ready, INVEST-aligned stories back.
Workflows → stories
Upload a Visio or BPMN. Stories land with exception paths.
Test data on demand
Contextual data from the story and your real UI.
Epics → test cases
Coverage scoped before stories are even written.
Stories → test suite
Every story becomes a ready-to-run, traceable suite.
Workflows → test cases
Diagram in. Happy + edge paths out.
Risk-based estimation
Effort and risk surfaced before the sprint starts.
Two clicks. Thumba does the rest.
Connect Jira or Azure DevOps. Pick a project. Thumba fetches, scans, fixes, and pushes back — directly inside the tool your team already uses.
A purpose-built engine — not a clever prompt.
Generic models are great at writing poems. They are not great at running an enterprise backlog.
Benchmarks reflect Thumba's enterprise-grade configuration across pilot customers. Generic AI ranges are observed industry estimates.
Works where your team already works
No new tools to learn. No migration. Just Thumba plugged into your existing stack.
Want to see it on your actual backlog?
Book 20 minutes with us. We will run Thumba on your real user stories — live, in front of you.
Questions we get asked before the first scan
Straight answers. No jargon.
Browse the full FAQ libraryThumba is an enterprise AI platform that converts requirements, user stories, workflows, and project documents into high-quality user stories, acceptance criteria, and test cases, while identifying gaps that cause rework and go-live delays.
1. AI User Story & Acceptance Criteria Generation Converts requirements, epics, documents, and workflows into structured user stories and acceptance criteria.
2. AI Test Scenario & Test Case Generation Automatically generates test scenarios, test cases, test steps, and expected results for QA teams.
3. User Story Gap Detection & Auto-Fix Scans user stories for ambiguity, inconsistency, missing scenarios, and fixes them using industry standards.
4. Workflow & Image-Based Generation Converts Visio files and workflow images into executable user stories and test cases.
Unlike generic AI tools, Thumba is purpose-built for software delivery workflows. It combines requirement understanding, industry standards, consistency, and enterprise-grade privacy to deliver predictable, production-ready outputs.
| Feature | Thumba | Other / Generic AI Models |
|---|---|---|
| Accuracy and Coverage | 85% and above | ~40–70% |
| Consistency & Scalability |
Consistency: 95% (+ / − 5%) Enterprise adaptive scaling |
User or individual dependent Variable output, non-scalable |
| Industry Best Standards | Inbuilt industry standards for all generation & scanning | Depends on user knowledge, prompt quality & subscription type |
| Data Usage & Privacy |
Zero data storage No user data used for training AI-model |
Can vary based on models. |
| Product Support | Agile, highly personalized & human-in-loop | Large, mostly self-managed |
Yes. Thumba offers a 14-day free trial with 75 credits, allowing users to experience generation, scanning, and gap fixing without any payment details. This is ideal for Pilot Projects. You can sign up for trial access here .
Yes. Enterprise customers can opt for custom credit plans with unlimited projects and user accounts. Please write to us at thumba.support@thumba.ai .