What must happen.
Approved business requirement and expected outcome.
AN8 PROOF / EXPLORE
One clear story. Four focused views.
Choose what matters. Every view leads back to the same approved business truth.
The approved business contract remains constant, even when technology changes.
01 / 04 · Truth → Proof
THE HIGH-LEVEL REQUIREMENT
Truth. Evidence. Proof.
The approved business contract stays. The technology changes.
What did happen.
TDA-linked tests and actual execution results.
What we can verify.
Correctness and business equivalence, backed by evidence.
THE INTUITIVE CONTEXT DIAGRAM
One contract. Two implementations.
The same backend business test verifies legacy, modern or both.
TRUTH · THE CONSTANTApproved business requirementExpected business outcome · Versioned baseline
REUSABLE TEST INTENTOne business-validation testSame test data · Assertions · Expected effects
LEGACY BINDING · PINNED VERSIONLegacy implementationTDAs → execution → observed effects
MODERN BINDING · PINNED VERSIONModern implementationTDAs → execution → observed effects
AN8 PROOF · EVIDENCE-LINKED VERDICTLegacy correctness · Modern correctness · Business equivalenceEach independently evaluated from actual evidence.
Illustrative architecture and synthetic examples. No live legacy execution or equivalence is claimed.
01 / 04 · Truth → Proof
THE CRTM SHIFT
From test status to business proof.
Same requirement. Two views. The difference is immediate.
Traditional CRTM: interpret the status. AN8 PROOF: see the outcome.
What does this mean?
A list of test results. Someone must interpret whether the business outcome was met.
Requirement BR-001Execution summary · illustration
| Test / Checkpoint | Status |
|---|---|
| Ingest referral | PASS |
| Apply eligibility rule | PASS |
| Persist accepted record | PASS |
| Publish notification | FAIL |
3 of 4 passed · Is BR-001 fulfilled?
The outcome is clear.
See the unmet obligation and its supporting evidence—not just the status.
APPROVED BUSINESS REQUIREMENT · BR-001
Accept and save the referral. Notify the receiving system.
OUTCOME FAILED3 of 4 obligations verified
✓ Ingestion, business rule and persistence verified
× Required downstream notification not observed
Verification Map → Execution evidence → Business verdict
Inspect the supporting evidence
One shared view, different decisions
Business ownersDid the new system preserve the service we promised?
DevelopersWhich behavior and downstream effects must the new stack deliver?
QA teamsWhat must we validate, and where is the evidence?
PMO & sponsorsWhat is proven, failed or blocked before release?
02 / 04 · The CRTM
HOW AN8 PROOF WORKS
Truth → Evidence → Proof.
The Proof Verification Map links approved requirements to reusable tests, technical checkpoints and actual evidence.
TRUTHP PLANNINGApproved business requirement
Define the business rules and expected outcomes that modernization must preserve.
VERIFICATION MAPA ACQUIRINGKnow what must be checked
Associate each business obligation with its validation checkpoints and required evidence.
EVIDENCEO OPERATINGObserve what happened
Execute approved tests and capture fresh, correlated results from the actual technology.
PROOFC CONTROLEstablish the business verdict
Evaluate evidence completeness and correctness; investigate failed or blocked obligations.
WHERE TRUTH CONNECTS TO EVIDENCE Six-box technical reference
IMPLEMENTATION 01Ingestion
How the business transaction enters the system.
IMPLEMENTATION 02Processing
Where decisions, rules and processing logic occur.
IMPLEMENTATION 03Persistence
Where required records and state changes are established.
IMPLEMENTATION 04Downstream
Where required messages, events or external effects occur.
VERIFICATION 05Verification Map
Defines expected checkpoints and evidence needed to validate business truth.
EVIDENCE 06Execution evidence
Captures observed outcomes used to establish the business verdict.
Versioned technology-binding switch · Interactive preview
Keep the Test. Change the Technology.
The same approved business contract and backend validation intent can target legacy, modern or both implementations. Change the binding—not the business requirement.
THE CONSTANTBR-001 · BT-001Business contract v1.0
Reusable validation intent
Reusable validation intent
Target: BOTH · Two version-pinned implementations, one business test.
LEGACYBinding v1.3 · Release R7
Legacy business validationVersioned adapter translates the existing transaction, rule result, stored state and outbound message into canonical business outcomes.
Evidence includes the compiled-module fingerprint and source compile/link timestamp when the legacy deployment exposes them.
✓ Synthetic example · PASSMODERNBinding v1.2 · Release M1
Modern business validationVersioned adapter validates the same requirement through the modern API, processing service, database and event stream.
Fresh evidence is correlated to the exact deployed release, transaction and selected binding.
✓ Synthetic example · PASSLegacy correctnessPASS
Modern correctnessPASS
Business equivalencePASS
One approved business test. Independently established outcomes. Explore the detailed modern evidence ↓
Illustrative binding-selection interface; no tests run here. A real equivalence verdict requires complete, independently validated results from both deployments under approved comparison rules. Different business behavior can fail equivalence even when both independent tests pass.
Sample business verification report
One click. From business requirement to defensible proof.
This interactive CRTM is the Proof Verification Map in action. Select an outcome—Proven, Failed or Evidence Blocked—then open any checkpoint to inspect its approved assertion, actual observation, evidence provenance and raw synthetic record.
TRUTH → VERIFICATION
EVIDENCE → PROOF
EVIDENCE → PROOF
PAOC: Plan · Acquire · Operate · Control
AN8 PROOF™ / Intuitive CRTM · Illustrative
Business Verification Report
Referral Management · Modernization Release M1 · Synthetic example
PAOC · CONTROLPROVEN
TRUTH · BR-001 PAOC / PLANNING
Accept an eligible referral, persist the accepted record, and publish the required notification.
VERIFICATION MAP PAOC / ACQUIRINGBT-001 · Four required validation checkpoints (technical ref. 05)
EVIDENCE PAOC / OPERATINGFresh observations correlated to the same transaction (technical ref. 06)
Choose a scenario to see how the business verdict changes
| Implementation checkpoint | Verification · Expected | Evidence · Observed | Result |
|---|---|---|---|
| 01 · IngestionReferral intake | Valid referral received | E-1001 · Request accepted for REF-5001 | VERIFIED |
| 02 · ProcessingEligibility decision | Approved eligibility rule satisfied | E-1002 · Eligible decision for REF-5001 | VERIFIED |
| 03 · PersistenceBusiness record | Accepted referral correctly persisted | E-1003 · Accepted record stored for REF-5001 | VERIFIED |
| 04 · DownstreamRequired notification | Notification published for the same referral | E-1004 · Notification observed for REF-5001 | VERIFIED |
Select View evidence on any checkpoint to drill down from the approved requirement to its assertion, actual result, provenance and raw synthetic artifact.
AN8 PROOF™ / EVIDENCE · PAOC OPERATING
Checkpoint evidence
TRUTH · BR-001→VERIFICATION · BT-001→Checkpoint→EVIDENCE
View raw synthetic evidence / collection record
All detail records here are illustrative. Real proof requires authenticated source records, release-pinned validators, verified correlation and authorized access.
PROOF · PAOC CONTROL
4 of 4 obligations verified
Valid evidence shows all required business outcomes for REF-5001. This illustrative execution satisfies BR-001.
Illustrative demonstration only. All records, evidence IDs and verdicts above use synthetic data; this preview does not execute tests or connect to a customer system. In a live deployment, each result would require traceable, validated execution evidence.
Approved business truth + Verification Map + verified execution evidence = defensible business proof.
03 / 04 · Explore the Proof
ONE CRTM · THREE PHASES OF VALUE
Discover it. Maintain it. Modernize it.
AN8 PROOF turns the legacy CRTM into a governed business baseline, then keeps it useful through ongoing change and modernization. AI assists the work; people approve business truth, implementation and release decisions.
Build the legacy CRTM.
Trace requirements to legacy TDAs, tests and observed outcomes. AI drafts candidate rules and exposes gaps. Business owners review and approve the contract before it governs proof.
Outcome: an approved, evidence-linked baseline.
Maintain the living CRTM.
For each change, AI proposes impact links, revised tests and CRTM updates. Developers implement; QA reviews coverage; business owners approve changed rules. Affected tests run and attach fresh evidence.
Outcome: a current maintenance record and targeted validation.
Rebuild for the modern stack.
AI assists process redesign, component mapping, code and new test creation. Preserve approved intent where it still applies; version approved process changes. Rebuild technology-specific tests and prove modern outcomes independently.
Outcome: modern processes with their own release-specific proof.
Value can begin in every phase.
Illustrative planning ranges for reduction in total phase cost versus comparable traditional work. Measure a pilot before making a savings claim.
Discovery15–30%Less manual reconciliation and rediscovery
Legacy maintenance20–40%Less change-analysis and test-update effort per comparable request
Modernization10–25%Less redesign, rebuilding, reconciliation and rework cost
These are unverified AN8 PROOF planning assumptions, not measured product results or guaranteed savings. Actual ROI = (verified savings − AN8 PROOF cost) ÷ AN8 PROOF cost.
Legacy PASS does not establish modern PASS. Each target needs its own run, evidence and verdict. Keep Jira, Xray and other authorized tools through approved adapters.
Explore the methodologyBusiness knowledge · Reusable testing · PAOC ＋
The enterprise challenge
Your tools have the data.
Where's the proof?
Requirements, tests, executions and defects can live across an enterprise. Transforming them into a dependable picture of release readiness is a different challenge.
01 / THE INFORMATION GAP
Disconnected information.
Requirements, tests and defects span multiple tools. Manual reconciliation can leave coverage links missing and defect status difficult to verify.
Connect authoritative records and make traceability gaps visible.
02 / THE FRESHNESS GAP
Yesterday's status.
Recurring PMO updates depend on manual exports. Old passes and newer failures can be mixed across releases, leaving yesterday's picture in today's report.
Make reporting repeatable, time-stamped and release-aware.
03 / THE CONFIDENCE GAP
Results without proof.
A green dashboard is not enough when reviewers must hunt for execution evidence, reconcile open defects or determine whether a business outcome was actually validated.
Make evidence, unresolved exceptions and business outcomes visible.
The modernization opportunity
Know the legacy.
Build the future.
A modernization project should not have to start by guessing what its legacy system does. AN8 PROOF is designed to preserve evidence-linked business knowledge—so teams can define what to keep, what to change and what every release must prove.
Make hidden business knowledge visible.
Connect verified technical evidence to the business capabilities it supports. AI assists in drafting candidate legacy requirements, with source references for business review.
Start modernization with a baseline.
Give business owners an evidence-linked starting point to retain, modify, retire or add requirements—without mistaking legacy behavior for approved business policy.
See the impact of change.
Trace an implementation change to affected business outcomes, validation obligations and release evidence. Preserve the business intent as technology evolves.
A cleaner path to modernization
Keep the business truth. Leave obsolete scripts behind.
Start with approved requirements. AI proposes the logical business tests; QA reviews their coverage and expected results. Preserve and improve the approved baseline across releases while rebuilding only the technology-dependent automation you need.
No enterprise-wide legacy-test cleanup required to begin.
Preserve what the tests prove. Replace how they run.
LEGACYOld UI automation
Navigation, clicks and selectors may be obsolete after modernization.
THE REUSABLE ASSETApproved business tests
Business rules, scenarios and expected outcomes stay traceable.
MODERNFresh validation
New UI and backend automation prove the same approved outcomes.
Less test-case clutter. More reusable business knowledge. Defensible proof.
AI-assisted requirements, test matches and consolidation suggestions require review. Preserve source history and investigate valuable legacy exceptions before retiring old tests.
For business analystsBusiness meaning and reviewable requirements.
For developersTechnical changes and their business impact.
For QA and the PMOA leaner test baseline, fresh automation and release-specific proof.
A shift in the center of gravity
The business requirement is the constant.
Applications and interfaces change. UI scripts are often rebuilt. The approved business requirement and its expected outcome remain the reference for every release.
Existing QA toolsUI + backendLegacy + modernRelease-aware evidence
AN8 PROOF is designed around business intent—not the legacy Selenium script, the automation framework or the technology stack.
THE AN8 PROOF VIEW
1Approved business requirement What must be true
2Expected business outcome What must happen
3Reusable business tests What must be checked
4Validation and execution What was tested
5Traceable evidence What supports the result
✓Defensible business proof What can be established
The automation isn't the test. The business assertion is the test.
Our operating lens
PAOC Planning · Acquiring · Operating · Control
Our operating discipline across Truth, Verification, Evidence and Proof—from planning the obligation to controlling the final verdict.
Designed for the PMO and QA leadership
Less rediscovery.
More meaningful assurance.
Keep the tools your teams already use. Preserve approved business truth and reusable Verification Maps while replacing technology-specific automation and collecting fresh evidence on every release.
Preserved business knowledge
Connect verified technical facts to business meaning with AI-assisted candidate requirements and human-governed decisions. Reduce repeated discovery.
Less clutter. More reusable tests.
Build a lean, requirement-driven test baseline. AI helps flag redundant legacy scenarios and recover valuable exceptions—without requiring a massive cleanup before modernization.
Traceable change impact
Understand which capabilities, rules and validation obligations a technology change may affect. Carry reviewed dependencies forward through successive releases.
Fresh automation. Durable proof.
Replace outdated UI navigation and technical validators without rewriting approved business intent. Connect execution history, defects and evidence to release-aware PMO reporting.
What PROOF stands for
A name with a purpose.
Proof-Driven Requirements & Outcome Orchestration Framework: a consistent approach to business intent, expected outcomes and the evidence that connects them.
PProof-Driven
RRequirements
OOutcome
OOrchestration
FFramework
Business truth is reusable.
Technology is replaceable.
Evidence earns the proof.
04 / 04 · Method & Value
AN8 PROOF™
Know what has
been proven.
One shared story for business owners, developers, QA and the PMO. Reuse the truth; see the evidence; understand the proof.