01 Testing should create leverage

Explore like a tester.
Leave with automation.

TallyQA captures a real testing session and turns it into reviewed QA knowledge, reliable Playwright journeys, failure evidence and release confidence.

Manual-first Playwright underneath Local-first Human-reviewed AI
QA-07 Failure context, not another red row
QA-12 Every journey stays evidence-linked
Ready
PROJECT / ATLAS COMMERCE Atlas Commerce
Run suite
RELEASE SIGNALNeeds attention1 failed · 1 flaky
PASS RATE92%23 of 25 journeys
EXECUTION4m 18sLast regression suite
Application mapHealth across critical journeys
Live
APPLICATION Atlas 4 areas
AREA Access 6 journeys · 100%
AREA Commerce 8 journeys · 88%
JOURNEY Customer sign in Passed · 8m ago
JOURNEY Password recovery Passed · 11m ago
JOURNEY Guest checkout Failed · 13m ago
!
LIKELY CAUSE Checkout layout changed after the selector was recorded.
Explain failure →

Illustrative product view built from current TallyQA capabilities.

ONE SESSION BECOMES Manual test cases 01 Edge cases 02 Risk analysis 03 Automated flow 04 Evidence pack 05 Defect context 06

02 The missing layer

Your tester found more than the test case records.

Exploratory testing contains judgement: what looked risky, what changed, what was verified, and why the tester took the next step.

Traditional test management keeps the case. Automation tools keep the script. Defect trackers keep the ticket. TallyQA preserves the testing session that connects all three.

What happened What usually survives What TallyQA keeps
The tester followed an unexpected path Notes, if someone writes them The complete, replayable journey
The UI behaved differently than expected A screenshot attached later Assertions, video, DOM, console and network evidence
The session revealed adjacent risks Tester memory after the session Reviewable edge cases and risk candidates
The journey deserves regression coverage A separate automation backlog item A Playwright flow ready to refine and run

03 A complete QA loop

Do the testing once.
Use the knowledge everywhere.

TallyQA follows the work from story context to exploratory session, reviewed assets, reliable execution and evidence—without forcing a new test-management regime.

01

MANUAL TESTING

Explore the real application

Start from a story or objective. Use the browser naturally while TallyQA captures actions, assertions and context.

  • Managed browser or Chrome extension
  • Assertion picker and ambient observations
  • Original session preserved for review
02

QA JUDGEMENT

Review what the session implies

Generate deterministic and optional AI-assisted drafts. Accept, edit or reject every proposed test, risk and edge case.

  • Manual test cases with expected results
  • Edge cases and risk explorer
  • Human approval before export
03

AUTOMATION

Promote trusted journeys

Run the journey locally with Playwright. Semantic metadata and repair history make maintenance visible.

  • Visual flow editor and variables
  • Framework-aware semantic locators
  • Schedules, suites and environments
04

EVIDENCE & TRACEABILITY

Diagnose, prove and hand off

Understand why a run failed, preserve the evidence, and connect the result to the systems your team already trusts.

  • Step screenshots, video, traces and logs
  • Signed evidence packages
  • Jira defects and AIO execution sync

04 Mission Control

See the application.
Not another folder tree.

TallyQA maps functional areas to tested journeys and overlays live health, coverage and execution evidence. A failed checkout is visible where checkout lives—not buried on page seven of a run report.

Passing Failed Flaky Running Not run
Get release updates
APPLICATION
FUNCTIONAL AREA
JOURNEY HEALTH
APPAtlas25 journeys
AREAIdentityHealthy
AREACommerce1 issue
AREAAdminHealthy
JOURNEYCustomer sign inPassed · 8m
JOURNEYPassword resetPassed · 11m
JOURNEYGuest checkoutFailed · 13m
JOURNEYSearch & filter42% flaky
JOURNEYUser permissionsPassed · 18m
!NEEDS ATTENTIONPlace order button changed

05 Built by QA thinking

Manual depth.
Automation discipline.

The product does not treat manual testing as unfinished automation—or automation as recording clicks and hoping they survive.

FOR MANUAL & EXPLORATORY QA 01

Preserve the tester’s reasoning

Capture the path, the intentional checks and the evidence without interrupting exploration.

Story and acceptance-criteria context Assertion review before saving Test cases with expected outcomes Edge-case and risk candidates Website and locator assessment Markdown, JSON, CSV and Jira-ready export
FOR AUTOMATION & SDET 02

Make reliability inspectable

Use Playwright with semantic targeting, controlled environments and evidence-rich execution.

Ranked semantic identifiers Angular, Material and AG Grid awareness Network record, replay and mocks Frozen time and viewport control Visual baselines and DevTools assertions Flakiness, repair and performance signals
NOTA replacement for thoughtful exploratory testing
NOTA black-box AI that silently invents coverage
NOTA demand to migrate out of Jira or AIO
YESA way to make good testing compound

06 Failure diagnosis

A red status is not a diagnosis.

Every failed run keeps the step timeline, screenshot, error, console messages, failed requests, DOM context and trace. Rule-based diagnosis works locally; optional AI can explain the evidence without becoming the source of truth.

  • Compare what the test expected with what the browser observed
  • Separate product defects from locator, timing and environment failures
  • Create Jira defects with the evidence already attached to the story
FAILED Guest checkout · Step 12 of 14 13.3s
atlas.example/checkout
Place order
expected target
LIKELY CAUSE · HIGH CONFIDENCE The checkout CTA changed from a button to a link-style control.

The recorded role no longer matches. Visible text and nearby order-summary context still agree.

View DOM contextOpen traceSuggest repair →

07 Fits the stack you already have

Keep the systems your organisation already trusts.

TallyQA adds session intelligence and reliable replay around them.

J
Jira

Cloud and Data Center configuration, evidence-rich defects and optional automatic filing.

A
AIO Tests

Link flows to test cases and sync finished executions and evidence back to AIO.

P
Playwright

A proven execution engine underneath visual, tester-readable journeys.

Open exports

Markdown, Jira text, JSON, CSV and evidence packages keep work portable.

08 Local by architecture

Your test evidence does not need another cloud account.

Recording, storage, execution and evidence work locally. There is no mandatory TallyQA backend, licence server or hosted account between your tester and the application.

Request the security review pack
01SQLite and artifacts stay on the machine

Your evidence inherits your existing endpoint and filesystem controls.

02Air-gapped mode is enforceable

Public internet connections can be blocked while internal Jira and mail services remain reachable.

03AI is optional and operator-configured

Deterministic outputs remain available when AI is disabled or unavailable.

04Evidence can be signed and verified

Verification does not require TallyQA or a vendor-controlled service.

09 Private preview

Help shape the QA tool you wish already existed.

TallyQA is approaching its first desktop release. We are speaking with hands-on testers, QA leads and automation engineers who care about trustworthy coverage—not automation theatre.

Exploratory and manual QA teams Automation engineers and SDETs Regulated or controlled environments
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