Release Evidence: Prove Every Release Before It Ships

Release evidence is the connected record that proves a release was verified: which requirements were covered, which tests proved them, what changed and who approved it. Virtuoso QA builds that as your team works, so the answer exists before anyone asks.

Agentic AI Software Testing

Release Evidence: Prove Every Release Before It Ships

Release evidence is the connected record that proves a release was verified: which requirements were covered, which tests proved them, what changed and who approved it. Virtuoso QA builds that as your team works, so the answer exists before anyone asks.

Agentic AI Software Testing

Release Evidence: Prove Every Release Before It Ships

Release evidence is the connected record that proves a release was verified: which requirements were covered, which tests proved them, what changed and who approved it. Virtuoso QA builds that as your team works, so the answer exists before anyone asks.

Agentic AI Software Testing

Used by the world's leading companies

GOV.UK
Metropolitan Police
PwC
NHS
IBM
DXC
Zurich
Zurich
FNZ
Zurich
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Zurich
FNZ
AerCap
Enterprise
Epicor
Access Group
Accenture
Zurich
Ecclesiastical
Ecclesiastical

Used by the world's leading companies

GOV.UK
Metropolitan Police
PwC
NHS
IBM
DXC
Zurich
Zurich
FNZ
Zurich
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Zurich
FNZ
AerCap
Enterprise
Epicor
Access Group
Accenture
Zurich
Ecclesiastical
Ecclesiastical

Used by the world's leading companies

GOV.UK
Metropolitan Police
PwC
NHS
IBM
DXC
Zurich
Zurich
FNZ
Zurich
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Zurich
FNZ
AerCap
Enterprise
Epicor
Access Group
Accenture
Zurich
Ecclesiastical
Ecclesiastical

Used by the world's leading companies

GOV.UK
Metropolitan Police
PwC
NHS
IBM
DXC
Zurich
Zurich
FNZ
Zurich
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Ecclesiastical
Zurich
FNZ
AerCap
Enterprise
Epicor
Access Group
Accenture
Zurich
Ecclesiastical
Ecclesiastical

The Question Changed and So Must The Evidence

For decades, software teams asked one question. Can we build it? AI answered it. Code that took weeks now takes hours, from tools that never sleep, and a growing share of production software was never written by a person.

The question is no longer whether you can build it

It is whether you can trust it. That question is asked at every ship decision now, and a pass rate does not answer it.

More AI does not close the gap

The industry's first answer has been more agents, more generated coverage, more speed. You cannot close a trust gap with more of the thing you cannot trust.

Exposure is rising while trust falls

Teams ship more AI-written code than ever, while confidence in AI release decisions drops. Release evidence fills that gap.

The Question Changed and So Must The Evidence

For decades, software teams asked one question. Can we build it? AI answered it. Code that took weeks now takes hours, from tools that never sleep, and a growing share of production software was never written by a person.

The question is no longer whether you can build it

It is whether you can trust it. That question is asked at every ship decision now, and a pass rate does not answer it.

More AI does not close the gap

The industry's first answer has been more agents, more generated coverage, more speed. You cannot close a trust gap with more of the thing you cannot trust.

Exposure is rising while trust falls

Teams ship more AI-written code than ever, while confidence in AI release decisions drops. Release evidence fills that gap.

The Question Changed and So Must The Evidence

For decades, software teams asked one question. Can we build it? AI answered it. Code that took weeks now takes hours, from tools that never sleep, and a growing share of production software was never written by a person.

The question is no longer whether you can build it

It is whether you can trust it. That question is asked at every ship decision now, and a pass rate does not answer it.

More AI does not close the gap

The industry's first answer has been more agents, more generated coverage, more speed. You cannot close a trust gap with more of the thing you cannot trust.

Exposure is rising while trust falls

Teams ship more AI-written code than ever, while confidence in AI release decisions drops. Release evidence fills that gap.

The Questions Release Evidence Has to Answer

If you cannot answer all of these, it is not evidence. It is archaeology. And if producing the answers takes weeks of assembly, it is not evidence either, because evidence exists before anyone asks for it.

Which requirements does this release cover, and which tests prove them?

Traceability from business intent through to executed test. Not a pass count, a chain.

What changed since the last release, and what did each change affect?

Every modification identified, its downstream impact known, nothing updated quietly.

Who approved each change, and when?

A named person behind every decision that reached production. The AI did it is not an acceptable answer.

Can any result be reproduced on demand?

The same test producing the same outcome every run. A result that cannot be reproduced cannot be relied on.

The Questions Release Evidence Has to Answer

If you cannot answer all of these, it is not evidence. It is archaeology. And if producing the answers takes weeks of assembly, it is not evidence either, because evidence exists before anyone asks for it.

Which requirements does this release cover, and which tests prove them?

Traceability from business intent through to executed test. Not a pass count, a chain.

What changed since the last release, and what did each change affect?

Every modification identified, its downstream impact known, nothing updated quietly.

Who approved each change, and when?

A named person behind every decision that reached production. The AI did it is not an acceptable answer.

Can any result be reproduced on demand?

The same test producing the same outcome every run. A result that cannot be reproduced cannot be relied on.

The Questions Release Evidence Has to Answer

If you cannot answer all of these, it is not evidence. It is archaeology. And if producing the answers takes weeks of assembly, it is not evidence either, because evidence exists before anyone asks for it.

Which requirements does this release cover, and which tests prove them?

Traceability from business intent through to executed test. Not a pass count, a chain.

What changed since the last release, and what did each change affect?

Every modification identified, its downstream impact known, nothing updated quietly.

Who approved each change, and when?

A named person behind every decision that reached production. The AI did it is not an acceptable answer.

Can any result be reproduced on demand?

The same test producing the same outcome every run. A result that cannot be reproduced cannot be relied on.

The Questions Release Evidence Has to Answer

If you cannot answer all of these, it is not evidence. It is archaeology. And if producing the answers takes weeks of assembly, it is not evidence either, because evidence exists before anyone asks for it.

Which requirements does this release cover, and which tests prove them?

Traceability from business intent through to executed test. Not a pass count, a chain.

What changed since the last release, and what did each change affect?

Every modification identified, its downstream impact known, nothing updated quietly.

Who approved each change, and when?

A named person behind every decision that reached production. The AI did it is not an acceptable answer.

Can any result be reproduced on demand?

The same test producing the same outcome every run. A result that cannot be reproduced cannot be relied on.

Three Things That Look Like Evidence and Are Not

Each of these is useful in its own right, and most teams have all three. None of them can answer the questions a release decision turns on, which is the difference between reporting on testing and being able to prove it.

A test report

Pass and fail counts show that tests ran, not that the right things were checked. A green report on the wrong coverage looks identical to one on the right coverage.

An audit log

It shows what happened and when, not why, what it affected or who approved it. An auditor still has to piece the decision together from the people who made it.

A coverage percentage

Eighty per cent of what, proven by which tests, approved by whom? A percentage shows how much was touched, not whether what matters was verified.

Three Things That Look Like Evidence and Are Not

Each of these is useful in its own right, and most teams have all three. None of them can answer the questions a release decision turns on, which is the difference between reporting on testing and being able to prove it.

A test report

Pass and fail counts show that tests ran, not that the right things were checked. A green report on the wrong coverage looks identical to one on the right coverage.

An audit log

It shows what happened and when, not why, what it affected or who approved it. An auditor still has to piece the decision together from the people who made it.

A coverage percentage

Eighty per cent of what, proven by which tests, approved by whom? A percentage shows how much was touched, not whether what matters was verified.

Three Things That Look Like Evidence and Are Not

Each of these is useful in its own right, and most teams have all three. None of them can answer the questions a release decision turns on, which is the difference between reporting on testing and being able to prove it.

A test report

Pass and fail counts show that tests ran, not that the right things were checked. A green report on the wrong coverage looks identical to one on the right coverage.

An audit log

It shows what happened and when, not why, what it affected or who approved it. An auditor still has to piece the decision together from the people who made it.

A coverage percentage

Eighty per cent of what, proven by which tests, approved by whom? A percentage shows how much was touched, not whether what matters was verified.

How Virtuoso QA Produces Release Evidence

Virtuoso QA produces release evidence as a by-product of the work rather than as a project before an audit. AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves a record. Provenance, approvals and versions accumulate as your team works, so each question has a mechanism behind it rather than a promise.

Requirements proven by tests

Every artefact cites its origin, from source document through requirement and journey to the run that executed it, and the chain can be queried.

Change traced to what it affects

When a source is revised, Virtuoso QA identifies every affected asset and proposes the fix as a reviewable diff rather than updating anything quietly.

Approval held by a named person

Proposals land as drafts and only a named person's acceptance publishes them. There is no setting that removes that step.

Results that reproduce

Execution runs the defined steps on a deterministic engine in your existing CI, so the same journey against the same build returns the same result.

How Virtuoso QA Produces Release Evidence

Virtuoso QA produces release evidence as a by-product of the work rather than as a project before an audit. AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves a record. Provenance, approvals and versions accumulate as your team works, so each question has a mechanism behind it rather than a promise.

Requirements proven by tests

Every artefact cites its origin, from source document through requirement and journey to the run that executed it, and the chain can be queried.

Change traced to what it affects

When a source is revised, Virtuoso QA identifies every affected asset and proposes the fix as a reviewable diff rather than updating anything quietly.

Approval held by a named person

Proposals land as drafts and only a named person's acceptance publishes them. There is no setting that removes that step.

Results that reproduce

Execution runs the defined steps on a deterministic engine in your existing CI, so the same journey against the same build returns the same result.

How Virtuoso QA Produces Release Evidence

Virtuoso QA produces release evidence as a by-product of the work rather than as a project before an audit. AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves a record. Provenance, approvals and versions accumulate as your team works, so each question has a mechanism behind it rather than a promise.

Requirements proven by tests

Every artefact cites its origin, from source document through requirement and journey to the run that executed it, and the chain can be queried.

Change traced to what it affects

When a source is revised, Virtuoso QA identifies every affected asset and proposes the fix as a reviewable diff rather than updating anything quietly.

Approval held by a named person

Proposals land as drafts and only a named person's acceptance publishes them. There is no setting that removes that step.

Results that reproduce

Execution runs the defined steps on a deterministic engine in your existing CI, so the same journey against the same build returns the same result.

How Virtuoso QA Produces Release Evidence

Virtuoso QA produces release evidence as a by-product of the work rather than as a project before an audit. AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves a record. Provenance, approvals and versions accumulate as your team works, so each question has a mechanism behind it rather than a promise.

Requirements proven by tests

Every artefact cites its origin, from source document through requirement and journey to the run that executed it, and the chain can be queried.

Change traced to what it affects

When a source is revised, Virtuoso QA identifies every affected asset and proposes the fix as a reviewable diff rather than updating anything quietly.

Approval held by a named person

Proposals land as drafts and only a named person's acceptance publishes them. There is no setting that removes that step.

Results that reproduce

Execution runs the defined steps on a deterministic engine in your existing CI, so the same journey against the same build returns the same result.

Who Needs Release Evidence First

In banking, insurance, healthcare and government, release evidence is already a purchase condition, because the release does not go out without it. Trading platforms, policy administration systems, asset migrations and core business systems all sit in that category, and so does anywhere a failed release has a number attached to it.

Regulated Industries Testing

Who Needs Release Evidence First

In banking, insurance, healthcare and government, release evidence is already a purchase condition, because the release does not go out without it. Trading platforms, policy administration systems, asset migrations and core business systems all sit in that category, and so does anywhere a failed release has a number attached to it.

Regulated Industries Testing

Who Needs Release Evidence First

In banking, insurance, healthcare and government, release evidence is already a purchase condition, because the release does not go out without it. Trading platforms, policy administration systems, asset migrations and core business systems all sit in that category, and so does anywhere a failed release has a number attached to it.

Regulated Industries Testing

Where the Category Goes Next

Release evidence is how leading teams answer the trust question today. Over the next few years it becomes the default expectation, the way audit trails became the default in finance, unremarkable to have and disqualifying to lack. Autonomous QA Intelligence will learn from the decisions your team makes inside the loop and take on more of the QA decision over time, under the same governance rather than beyond it.

Where the Category Goes Next

Release evidence is how leading teams answer the trust question today. Over the next few years it becomes the default expectation, the way audit trails became the default in finance, unremarkable to have and disqualifying to lack. Autonomous QA Intelligence will learn from the decisions your team makes inside the loop and take on more of the QA decision over time, under the same governance rather than beyond it.

Where the Category Goes Next

Release evidence is how leading teams answer the trust question today. Over the next few years it becomes the default expectation, the way audit trails became the default in finance, unremarkable to have and disqualifying to lack. Autonomous QA Intelligence will learn from the decisions your team makes inside the loop and take on more of the QA decision over time, under the same governance rather than beyond it.

AI-native, proven in production.

10x

Faster execution

9x

Faster authoring

85%

Less maintenance

50%

Lower QA cost

AI-native, proven in production.

10x

Faster execution

9x

Faster authoring

85%

Less maintenance

50%

Lower QA cost

AI-native, proven in production.

10x

Faster execution

9x

Faster authoring

85%

Less maintenance

50%

Lower QA cost

Proven where quality and accountability matter

Recognised by independent analysts, trusted by enterprise teams, and built with the security controls required for critical software.

WAVE STRONG PERFORMER

Proven where quality and accountability matter

Recognised by independent analysts, trusted by enterprise teams, and built with the security controls required for critical software.

WAVE STRONG PERFORMER

Proven where quality and accountability matter

Recognised by independent analysts, trusted by enterprise teams, and built with the security controls required for critical software.

WAVE STRONG PERFORMER

Frequently Asked Questions

Common questions about release evidence, from what separates it from a test report to who owns it inside an organisation.

How is release evidence different from a test report?

Does producing release evidence slow delivery down?

Is release evidence only for regulated industries?

Who owns release evidence in an organisation?

What does release evidence actually look like?

Frequently Asked Questions

Common questions about release evidence, from what separates it from a test report to who owns it inside an organisation.

How is release evidence different from a test report?

Does producing release evidence slow delivery down?

Is release evidence only for regulated industries?

Who owns release evidence in an organisation?

What does release evidence actually look like?

Frequently Asked Questions

Common questions about release evidence, from what separates it from a test report to who owns it inside an organisation.

How is release evidence different from a test report?

Does producing release evidence slow delivery down?

Is release evidence only for regulated industries?

Who owns release evidence in an organisation?

What does release evidence actually look like?

See what your next release looks like with Virtuoso

Book a walkthrough on your applications and your workflows. Bring a requirement, a user journey, or a brittle Selenium script, and watch the loop run on something you recognise.

See what your next release looks like with Virtuoso

Book a walkthrough on your applications and your workflows. Bring a requirement, a user journey, or a brittle Selenium script, and watch the loop run on something you recognise.

See what your next release looks like with Virtuoso

Book a walkthrough on your applications and your workflows. Bring a requirement, a user journey, or a brittle Selenium script, and watch the loop run on something you recognise.

Virtuoso QA is establishing the standard of proof for software releases. Its governed QA loop turns business requirements into tests for any browser-based application: AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves evidence.

Trust Center

AICPA

SOC

WAVE STRONG PERFORMER

@ Copyright 2026 SpotQA, Creators of Virtuoso QA

Virtuoso QA is establishing the standard of proof for software releases. Its governed QA loop turns business requirements into tests for any browser-based application: AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves evidence.

Trust Center

AICPA

SOC

WAVE STRONG PERFORMER

@ Copyright 2026 SpotQA, Creators of Virtuoso QA

Virtuoso QA is establishing the standard of proof for software releases. Its governed QA loop turns business requirements into tests for any browser-based application: AI proposes, a deterministic engine executes, a person approves what matters, and every decision leaves evidence.

Trust Center

AICPA

SOC

WAVE STRONG PERFORMER

@ Copyright 2026 SpotQA, Creators of Virtuoso QA