AI-Powered QA Intelligence for Engineering Teams

Stop Guessing
What to Test

Turn Jira tickets into test strategy, automation plans, and release decisions in seconds — not hours. Now available as a multi-agent system inside Microsoft Teams.

See Example Output
Jira-driven Automation strategy Release risk scoring 🤖 Microsoft Copilot
🤖
Multi-Agent QA Orchestrator
● Online
what is the risk for project-5
⚠️ Risk Analysis — PROJ-5 Risk Score: 65  ·  Level: MEDIUM
Reason: Insufficient error handling details & limited API coverage
⚠ MEDIUM (65/100) 🚫 Caution
create a bug report for project-5
🐛 Bug Report — PROJ-5 Title: User Login Functionality Bug Report
Severity: Medium · Priority: P2
Assignee: Backend Developer
5
Pipeline Stages
7
Specialized Agents
<30s
Full QA Analysis
v2
API Contract
The Problem

Manual QA is Slow,
Inconsistent & Expensive

QA engineers spend hours analyzing Jira tickets, deciding what to test, what to automate, and whether a release is safe. That process is slow, repetitive, and inconsistent across teams.

⏱ Manual QA Reasoning

Every ticket requires manual thinking before testing even begins.

  • What should we test?
  • What are the edge cases?
  • Should this be automated?
  • Is it safe to release?

📉 Inconsistent Decisions

Release quality depends too much on individual experience and speed.

  • Missed edge cases
  • Uneven test coverage
  • Slow QA cycles
  • Risky release decisions
The Solution

Structured QA Intelligence
from Every Jira Ticket

Vooabi runs a 5-stage AI pipeline on every ticket and delivers actionable QA intelligence — instantly standardized across your entire team.

📋
1
Requirement Analysis

Extracts testable requirements & flags open questions

🧪
2
Test Design

Generates test scenarios & full test case suite

🤖
3
Automation Decision

UI vs API strategy with framework recommendation

🐛
4
Bug Report

Pre-filled bug report template ready for execution

⚠️
5
Risk Analysis

Risk score + Go / Caution / Block release decision

✔

Test Scenarios

Generate structured test ideas and execution-ready test cases automatically.

⚙️

Automation Strategy

Decide UI vs API coverage and the right automation framework quickly.

📊

Risk Score

Understand release risk with a clear 0–100 severity signal and explanation.

🚦

Release Recommendation

Know whether to GO, proceed with CAUTION, or BLOCK a release.

Multi-Agent System

7 Specialized QA Agents

Each agent is purpose-built for one QA task. Ask in plain English — the right agent responds with focused, professional output. No noise, no full pipelines dumped in chat.

📋
Requirement Analyzer

Extracts requirements, edge cases & open questions

Analysis
🧪
Test Case Generator

Generates full test suite with steps & priority

Testing
⚠️
Risk Predictor

Scores release risk 0–100 with top drivers

Risk
🤖
Automation Builder

Recommends UI/API coverage & framework

Automation
🐛
Bug Reporter

Creates structured bug report templates

Reporting
📊
Intelligence Summary

QA dashboard across all analyzed tickets

Insights
✅
Release Summary

Released tickets with QA verdicts & history

Release
🔗 Microsoft Copilot Studio Live
💬 Microsoft Teams Natural language input
↓
🤖 Copilot Studio Agent Routes to right agent
↓
⚡ Vooabi API Runs LLM pipeline
↓
📡 Jira REST API Fetches ticket data
↓
✅ Structured QA Output Delivered in Teams chat
Integrations

Works Inside
Microsoft Teams

Vooabi runs as a multi-agent system inside Microsoft Copilot Studio, making QA intelligence available directly in your team's workflow — no new tools, no context switching.

  • Ask in plain English — agents detect intent automatically
  • Connects to Jira via REST API — no manual ticket copying
  • Each agent returns focused output, not full pipeline dumps
  • Analysis history stored in PostgreSQL for trend tracking
  • Versioned API contract (v2) for stable integrations
  • Power Automate connector for workflow automation
Why It Matters

Save Hours. Ship with Confidence.

Standardize QA decision-making across your team, reduce release risk, and eliminate the bottleneck of manual ticket analysis — instantly.

See It In Action

Watch Demo

See how Vooabi transforms a Jira ticket into a complete QA decision in seconds.

Example Output

One Ticket. Full QA Intelligence.

A single Jira ticket is transformed into structured QA decisions in seconds.

Jira Ticket: PROJ-7 — Password Reset Flow
Risk Level HIGH
Score 70/100
Decision BLOCK

Key Risks

  • ⚠️Reset link expiration behavior unclear
  • 🔐Potential security issues in token handling
  • 🔄Missing validation for repeated reset requests

Recommended Actions

  • ✅Validate reset link expiration logic
  • ✅Add API tests for token security
  • ✅Cover edge cases — expired & reused reset links

Automation Strategy

Strategy Hybrid
Coverage UI 60% / API 40%

Request a Demo

See how Vooabi automates QA decisions in your workflow and helps your team release with confidence.

Or contact us at vooabi@gmail.com