Platform

A platform built to be trusted by engineers.

Eight layers, from your sources to governance. Every agent is specialised, evaluated and reversible, and everything runs around the tools you already have.

Eight layers

From your sources to governance.

Open any layer to see what it does for you.

01 Sources Read where they already live ›

Nothing is copied into a new tool. TuringOne reads stories and specs, test cases, databases, application interfaces and pipeline reports where they already are.

Stories & specsTest casesDatabasesApplication interfacesPipeline reports
02 Context Your application, understood ›

Sources are accessed read-only and organised into a map of your application, so each agent gets exactly the context it needs and nothing more.

Read-only accessApplication mapSearch across documentation
03 Orchestration Sequencing and human gates ›

The orchestrator runs the agents in order, keeps track of each run, stops on any failed check and waits at the two human gates.

SequencingStop on failed checkTwo human gates
04 Agents Seven specialists ›

Each agent has one job and only the permissions that job needs: design, generation, screen elements, test data, review, healing and analysis.

DesignGenerationScreen elementsTest dataReviewHealingAnalysis
05 AI models The right model for each task ›

Each task goes to a model suited to it, and data is anonymised before every call. Models are hosted in the EU or in your own infrastructure.

Model per taskAnonymisationEU or in-house
06 Execution In your framework and pipeline ›

Generated tests live inside your test framework and run in your pipeline. They keep running without TuringOne.

Your frameworkYour pipeline
07 Quality Every output evaluated ›

Each output is scored automatically, failure analysis decides whether the test or the application is at fault, and the quality report brings defects and indicators together.

Automatic evaluationFailure analysisQuality report
08 Governance Traceable and reversible ›

Every run is recorded, human validations are logged, agent instructions are versioned and each agent can be rolled back.

Full traceabilityHuman validationVersioningRollback

Your environment. TuringOne plugs into your delivery tools as isolated services. AI models are hosted in the EU or in your own infrastructure.

The agents

Seven specialists, each with one job.

Narrow agents are easier to evaluate, easier to trust and easier to roll back than one assistant that does everything.

Design

Turns stories, specs and existing cases into scenarios; flags coverage gaps.

Generation

Writes executable tests following your framework and conventions.

Screen elements

Maps and maintains the screen elements the tests rely on.

Test data

Builds the data each scenario needs.

Review

Reviews generated code before a human ever sees it.

Healing

Repairs locators and endpoints within a strictly limited scope.

Analysis

Qualifies failures, drafts defect tickets, compiles the report.

You

Two gates and two reviews. The chain waits for you.

AI models

The right model for each task, and nothing sensitive sent to any of them.

Each task goes to a model sized for it. Data is anonymised before every call. Models are hosted in the EU or in your own infrastructure.

Why it matters: cost and response time stay under control for every test, and models can change without changing the chain.

Fast tasks

High-volume, simple work: reading, sorting, mapping.

Reasoning

Scenario design and failure qualification.

Code

Test generation and repairs in your framework.

Evaluation

Scoring every output and sorting the review queue.

Self-healing · UI and API

A repaired test must never be able to hide a regression.

So we draw a hard line between how the test reaches the application and what it must verify.

May change

UI self-healing

  • Locators and selectors
  • Screen element mappings
  • Waits and synchronisation

API self-healing

  • Endpoint paths and versions
  • Request and response structures
  • Parameter names and formats

Never changes

Locked for every repair

  • Assertions and expected values
  • Business steps of the scenario
  • Data expectations
  • Skip, disable or retry flags

No agent can turn a test green by weakening it.

  1. Failure qualified on the test sideElement not found, application behaviour unchanged.
  2. Scored, scoped repairA confidence score and a change limited to what is allowed.
  3. Replayed separatelyBelow the threshold, it goes straight to a tester.
  4. Human review, then mergeThe main suite only changes after review.
# heal · add_beneficiary · UI · confidence 0.94 - locator: "#btn-add-beneficiary" + locator: "[data-testid='beneficiary-add']" assert: beneficiary list updated # locked assert: confirmation shown # locked # replayed ✓ · merged after review

The indicator that keeps us honest

Healing precision = correct repairs ÷ repairs proposed.

Measured in every pilot and reported next to the false-positive rate. If healing isn't precise on your application, you'll see it in the numbers.

Fits your environment

No rip and replace.

TuringOne works around the tools your teams already use.

Your pipeline

Works with the delivery pipelines your teams already run.

Your framework

Tests generated inside the test framework you already use.

Your API definitions

Your existing API descriptions feed API tests and healing.

Your tracker

Qualified defects drafted as tickets, validated before opening.

Next step

Bring your engineers into the conversation.

We'll walk your engineering team through the platform, the data flow and how it fits your environment.