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Autonomous software quality

Ship software that tests itself.

TaloTrace explores real user journeys across your web and mobile apps, finds bugs and unexpected behaviour, and gives your team the evidence to fix them with confidence.

Start testingSee how it works
Meet Nico. Your QA copilot. Explores, tests and reports, so your team doesn't have to.

Animated demonstration: Nico, TaloTrace's QA copilot, runs a checkout test on a fictional store. It adds a product to the cart, applies a discount code and pays. The order confirmation never appears, so TaloTrace raises a critical issue and assembles a Trace with reproduction steps, network evidence and the expected versus actual result. Use the chapter buttons to step through it.

Regression – Checkout

Ready
iOS
Journey
Product
Cart
Checkout
Payment
Confirmation
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Ready. A test run is ready. Nico knows the store from its last exploration.

02The problem

Software is getting faster to build. Testing hasn't.

01AI coding tools generate features in minutes. Every new feature adds more states, more journeys and more ways for something to break.

02Traditional testing relies on people writing scripts, maintaining brittle tests and manually chasing failures through logs and screenshots.

03TaloTrace takes a different approach: let the software explore itself, observe what actually happens, and surface the problems that matter.

Traditional QA

Repeats every release

  1. Write tests
  2. Maintain tests
  3. Run tests
  4. Investigate failures
  • Brittle selectors
  • Flaky runs
  • Manual triage

TaloTrace

  1. 01Understand the product
  2. 02Explore journeys
  3. 03Find issues
  4. 04Explain
  5. 05Resolve

Code tells you what you built. TaloTrace tells you what actually happened.

  1. 1Code
  2. 2Application
  3. 3User journey
  4. 4Observed resultTaloTrace

03How TaloTrace works

Give TaloTrace a product. Let it discover how to use it.

TaloTrace turns your application into a living map of user journeys: what users can do, where they can go, and where things can break.

Reading your PRDs and mapping what the product should do.

11 screens understood

  1. Home
  2. Search
  3. Product
  4. Cart
  5. Checkout
  6. Payment
Authentication Checkout Discounts Subscription Needs context: Admin portal

  1. 01 / 05

    Understand

    Nico reads your product (PRDs, specs and the application itself) and builds an understanding of how it is meant to work.

    • Knowledge from Jira, Linear & docs
    • Intended behaviour
    • Key flows

  2. 02 / 05

    Explore

    It navigates your app like a real user: clicking, typing, going back and branching, mapping screens and journeys as it goes.

    • Web & mobile
    • Authenticated areas
    • Screens → flows

  3. 03 / 05

    Test

    Scenarios are generated from what it learned, beyond the happy path, into the messy conditions real users create. Already have a suite? Import your own regression tests and data fixtures, and they run alongside.

    • Edge cases
    • Retries & back-navigation
    • Import regression tests
    • Your data fixtures

  4. 04 / 05

    Detect

    Functional, visual and behavioural problems are caught as they happen, the way a user would encounter them.

    • Broken flows
    • Visual regressions
    • Unexpected states

  5. 05 / 05

    Trace

    Every failure becomes a Trace: the full story of what happened, with the evidence an engineer needs to act.

    • Video & screenshots
    • Network & console
    • Reproduction steps

04Product

Everything a QA engineer does. Continuously.

The foundation of TaloTrace is in development: product understanding, exploration, scenario generation, execution and detection.

In development

Connect PRDs and specs from Jira or Linear, or upload docs. Nico builds a product understanding and tells you where it needs more context.

Knowledge

Manage what Nico knows about your product and uses when testing.

Nico's Product Understanding

The source of truth Nico uses to generate scenarios and evaluate test results.

What Nico understands

  • Authentication
  • Onboarding
  • Checkout
  • Profile
  • Subscription
  • Discounts

Not explored yet

  • Gift cards
  • Store locator
  • Returns portal

Need more context

  • User permissions
  • Admin portal
  • Payment methods

View detail

Knowledge sources

Jira

64 issues · 9 epics

Connected

Linear

123 pages · 18 PRDs

Connected

Confluence & docs

Import documentation & PRDs

Connect

Product knowledge

Upload

05Evidence & Traces

Every failure comes with evidence.

No more hunting through logs, screenshots and incomplete bug reports. A Trace captures exactly what happened, where it happened and how to reproduce it.

Found it at 00:21. Everything you need is right here.

Results

Regression – Checkout

Completed

Complete checkout with discount code

FailedCheckout flows · Step 9/12 · 00:00:21
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00:00 / 00:24

Expected result

Payment completes and the order confirmation appears.

Actual result

Checkout remains in the processing state. No confirmation is shown.

AI Summary · likely cause

Payment API returned 402 after the discount was applied. Confirmed amount differs from the authorised amount.

Order confirmation never appears after paying with a discount

Critical

Checkout flows · Step 9/12 · 00:00:21

Impact: Checkout cannot complete for any order using a discount code.

Shipping address not saved after editing

Medium

Update shipping address · Step 4/7

Send Trace TR-1042 to

06The future of software quality

Find. Understand. Fix. Prove.

TaloTrace starts with QA. We're building towards a future where the journey from bug discovery to a verified fix happens in one continuous loop.

  • In development
  1. FindIn development
  2. UnderstandIn development
  3. FixIn development
  4. ProveIn development

01 · Find

Concept preview
CriticalTR-1042

Checkout stuck in processing after applying a discount code

Checkout flows · Step 9/12 · 00:00:21

Video 00:24Screenshots 12Network 38 requestsConsole 2 errorsDOM SnapshotUI state Captured

Expected

Order confirmation appears

Actual

Stuck processing

  1. 01In development

    Find

    See it.

    TaloTrace explores your product like a real user, catches the failure and captures the evidence behind it. This is the part we are building first.

  2. 02In development

    Understand

    Go from what broke to where to look.

    Connect what the user saw with what the application was doing, what changed and what is most likely responsible, so engineers start from evidence, not guesswork.

  3. 03In development

    Fix

    A patch your team would have written.

    TaloTrace understands your codebase, including its conventions, patterns and architecture, and turns a reproducible failure into the patch your team would naturally write. Like a properly onboarded teammate. Your engineers stay in control.

  4. 04In development

    Prove

    Proven in isolation. Never merged for you.

    We don't merge anything into production. Every candidate fix is tested independently in an isolated environment, covering the journey that failed and every affected journey. It comes with an easy-to-follow record of what was checked, so engineers can trust the fix before they approve it.

AI proposes.TaloTrace proves.

A generated change isn't a solution until the software passes again. TaloTrace never merges into production: every proposed fix is tested independently in an isolated environment, against the problem that caused it and for unintended regressions. Your engineers get a clear record of what was checked before anyone trusts it.

Capabilities marked “In development” are not generally available. They describe what TaloTrace is building and not what it does today.

07Built for real software

Built for the software people actually use.

Designed for complex, stateful applications, not just simple web pages.

  • Web applications

    Desktop & mobile browsers

  • Mobile apps

    iOS & Android

  • Desktop apps

    Windows & macOS

  • Complex workflows

    User roles, sessions & multi-step journeys

  • Stateful interactions

    Carts, saved drafts & changing data

  • Third-party integrations

    Payments, OTP & SSO

Real users don't follow perfect scripts.

They go back, refresh, retry and take paths you didn't expect. TaloTrace explores the journeys that matter under the messy conditions real users create.

  1. 01

    Ecommerce

    1. Search
    2. Filter
    3. Product
    4. Cart
    5. Coupon
    6. Checkout
    7. Payment

    Off the happy path: Payment failure

  2. 02

    Fintech

    1. Login
    2. OTP
    3. Account
    4. Transfer
    5. Verification
    6. Confirm

    Off the happy path: OTP timeout → retry

  3. 03

    SaaS

    1. Invite user
    2. Assign role
    3. Permissions
    4. Workflow
    5. Notification

    Off the happy path: Role not applied

  4. 04

    Internal tools

    1. Sign in (SSO)
    2. Request
    3. Approval
    4. Forms
    5. Audit log

    Off the happy path: Form state lost on refresh

Built for complex, real-world applications. Not just simple, scripted tests.

Quality lives inside your workflow.

  • GitHub
  • GitLab
  • Jira
  • Linear
  • Slack
  • CI/CD

08Showcase

One sentence in. A tested journey out.

Example runs with the exact prompt Nico was given. Hover to watch the replay.

See all 12 example runs

09Get started

See what TaloTrace finds.

Give Nico your application. Get back the journeys, the failures, and the evidence.

Send me your app. I'll show you what breaks.

Arcade · optional

NICO:BUG HUNTER

Bugs are crawling toward the Acme store. Help Nico squash them before they reach production. Flaky ones blink. Regressions take two hits.

Bug
+10
Flaky
+25
Regression
+40

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