Vendor Exit Audit: What Problem Should You Solve First?

The direct answer

Define the problem through “inventorying vendor names but not proprietary behaviors” and use “dependencies are mapped to interfaces and owned artifacts” as the first observable test of fit.

For an evidence-based map of AI vendor lock-in and exit paths, the relevant audience is teams that need to know which models, APIs, data formats, tools, and operating procedures they can move. The decision should cover dependency inventory, contract boundary mapping, data and artifact ownership, interface portability, replacement tests, and exit sequencing. The supplied boundary starts with current stack documentation, vendor contracts, interfaces, data flows, and representative workloads and ends with a portability report describing what the buyer owns, rents, and can replace, presented in reviewable form.

An exit report cannot make an incompatible replacement equivalent or predict every future price, deprecation, legal, or operational change.

Write the operating problem before comparing offers

Describe the current path as dependency inventory, contract boundary mapping, data and artifact ownership, interface portability, replacement tests, and exit sequencing. Name the point where “inventorying vendor names but not proprietary behaviors” becomes observable, the decision it disrupts, and the person who owns that decision. This turns a broad interest in an evidence-based map of AI vendor lock-in and exit paths into a condition that can be investigated.

Freeze the input boundary as current stack documentation, vendor contracts, interfaces, data flows, and representative workloads.

Separate a recurring need from a feature request

A request for an evidence-based map of AI vendor lock-in and exit paths may describe a solution before the team has shown the problem.

The stated deliverable is a portability report describing what the buyer owns, rents, and can replace.

Keep “data export tested without import and replay” as a counterexample.

Evidence that supports a fit decision

• Current-state evidence showing whether “dependencies are mapped to interfaces and owned artifacts” holds.
• A representative case that can establish whether “exported data is test-imported” holds.
• A failure fixture built around “data export tested without import and replay”.
• An authority record naming the procurement owner and the permitted scope.
• A rollback or exit note owned by the platform engineer.

Conditions that should stop the purchase decision

• Stop when the buyer cannot supply current stack documentation, vendor contracts, interfaces, data flows, and representative workloads.
• Pause if “inventorying vendor names but not proprietary behaviors” cannot be reproduced or observed.
• Reject a scope that ignores “exit costs omitted from prioritization”.
• Require revision when nobody owns the judgment that “gaps and switching costs are explicit” holds.
• Reopen the analysis if the failure case “contracts summarized without qualified legal review” appears after the evidence freeze.

Record go, hold, or no fit

A go record should identify the bounded workflow, the supplied input, the expected deliverable, and the evidence for “dependencies are mapped to interfaces and owned artifacts”. The qualified contract reviewer adjudicates the registered criterion; the system owner owns the resulting business decision. The data owner supplies inspectable evidence for “dependencies are mapped to interfaces and owned artifacts” without silently expanding the scope.

A hold is appropriate when “representative workloads have replacement fixtures” remains unproven or when the failure case “assuming an API-shaped interface is semantically portable” has no containment path.

A demonstration cannot settle fit while the failure case “assuming an API-shaped interface is semantically portable” remains untested or evidence for “exported data is test-imported” is absent.

How the sources bound the problem fit decision

For an evidence-based map of AI vendor lock-in and exit paths, the live catalog limits the offer to two elements. The supplied boundary is current stack documentation, vendor contracts, interfaces, data flows, and representative workloads. The catalog names the deliverable as a portability report describing what the buyer owns, rents, and can replace. It cannot establish whether “dependencies are mapped to interfaces and owned artifacts” holds in the buyer's environment.

Connect those narrow roles to a local fixture for “assuming an API-shaped interface is semantically portable” rather than treating citation status as a pass.

For an evidence-based map of AI vendor lock-in and exit paths, limit the conclusion to the documented workflow and let the procurement owner retain the current source-to-claim map. The qualified contract reviewer should revisit the acceptance statement “exported data is test-imported” when supporting evidence expires.

Product-specific problem fit review drills

These drills connect an evidence-based map of AI vendor lock-in and exit paths to concrete inputs, failures, acceptance statements, and owners. For an evidence-based map of AI vendor lock-in and exit paths, the drills separate fit evidence from a feature wish.

For an evidence-based map of AI vendor lock-in and exit paths, the system owner limits every problem fit drill to synthetic, non-secret markers. The boundary record covers current stack documentation, vendor contracts, interfaces, data flows, and representative workloads. No external action can leave the fixture throughout or after any drill.

Observable symptom

Describe the observable symptom review through a case involving “assuming an API-shaped interface is semantically portable”. The system owner captures the known state and the first unanswered workflow question.

Anchor the drill in a current scope record covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads and ask for evidence that “representative workloads have replacement fixtures” holds. A missing artifact leaves the observable symptom review on hold.

The qualified contract reviewer records a decision for the observable symptom review that cites the evidence for “representative workloads have replacement fixtures”. Unsupported parts of a portability report describing what the buyer owns, rents, and can replace remain open. The observable symptom review maps support to pass, contradiction to fail, and unresolved evidence to hold.

Return to the observable symptom review after a dependency change alters the path from “assuming an API-shaped interface is semantically portable” to the reviewed end state.

Affected decision

Use “data export tested without import and replay” as the bounded stress case for the affected decision review. The procurement owner records where the workflow boundary for dependency inventory, contract boundary mapping, data and artifact ownership, interface portability, replacement tests, and exit sequencing leaves its expected path.

Run the case within the documented boundary covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads while the data owner checks whether “the exit sequence has rollback points” holds. The observation must come from outside the candidate's self-report.

The qualified contract reviewer moves forward only after the record supports the finding “the exit sequence has rollback points”. Conflicting evidence makes the qualified contract reviewer record fail and preserve the prior state. The affected decision review maps support to pass, contradiction to fail, and unresolved evidence to hold.

The next review is triggered when evidence for “the exit sequence has rollback points” becomes stale or the procurement owner loses authority over the case.

Current workaround

Exercise the current workaround review against the known risk “exit costs omitted from prioritization”. Ask the data owner to mark the earliest point where the expected handoff diverges.

Compare the candidate result with a frozen scope record covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads for “exported data is test-imported”. Preserve both sides of the comparison.

The qualified contract reviewer records pass only for “exported data is test-imported”. Any wider claim about a portability report describing what the buyer owns, rents, and can replace stays outside the drill. The current workaround review maps support to pass, contradiction to fail, and unresolved evidence to hold.

Schedule another current workaround review if “exit costs omitted from prioritization” acquires a new consequence or reaches a different owner.

Counterfactual

Use the counterfactual review to examine what follows from the failure case “contracts summarized without qualified legal review”. Before intervention, the platform engineer retains the observable handoff.

Let the system owner inspect a scope record covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads and the evidence for “gaps and switching costs are explicit”. For an evidence-based map of AI vendor lock-in and exit paths, the counterfactual review cannot rely on a demonstration selected after execution.

The qualified contract reviewer records a pass to permit the next bounded check on a portability report describing what the buyer owns, rents, and can replace, or a hold naming the missing proof for “gaps and switching costs are explicit”. The counterfactual review maps support to pass, contradiction to fail, and unresolved evidence to hold.

Expire the disposition if the platform engineer cannot reproduce the case for “contracts summarized without qualified legal review” under the recorded authority.

No-fit signal

Model the no-fit signal review with a safe fixture involving “inventorying vendor names but not proprietary behaviors”. The system owner names the affected action and its permitted consequence.

Source the test from a documented scope covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads and state the criterion “dependencies are mapped to interfaces and owned artifacts” before execution. The system owner retains the resulting observation.

The qualified contract reviewer treats completion as insufficient unless the record resolves “dependencies are mapped to interfaces and owned artifacts”. Merely producing a portability report describing what the buyer owns, rents, and can replace does not settle the drill. The no-fit signal review maps support to pass, contradiction to fail, and unresolved evidence to hold.

Return the no-fit signal review to a hold state if the scope expands, the fixture changes, or “inventorying vendor names but not proprietary behaviors” gains a different consequence.

Reopen trigger

Add a fixture demonstrating “assuming an API-shaped interface is semantically portable” to the reopen trigger review case package. The system owner identifies the exact handoff in dependency inventory, contract boundary mapping, data and artifact ownership, interface portability, replacement tests, and exit sequencing that requires a verdict.

Select a representative authorized case within the boundary covering current stack documentation, vendor contracts, interfaces, data flows, and representative workloads for the reopen trigger review. Its expected result is that “representative workloads have replacement fixtures” holds.

The qualified contract reviewer records whether the criterion “representative workloads have replacement fixtures” is supported, contradicted, or unresolved. It grants no broader status to a portability report describing what the buyer owns, rents, and can replace. The reopen trigger review maps support to pass, contradiction to fail, and unresolved evidence to hold.

Retest this decision when the team changes dependency inventory, contract boundary mapping, data and artifact ownership, interface portability, replacement tests, and exit sequencing or can no longer reproduce the record for “representative workloads have replacement fixtures”.

Frequently asked question

What problem should I solve before choosing Vendor Exit Audit?

Start with the workflow condition “inventorying vendor names but not proprietary behaviors” and name the qualified contract reviewer as the owner who must judge whether dependencies are mapped to interfaces and owned artifacts. If the team cannot supply current stack documentation, vendor contracts, interfaces, data flows, and representative workloads, keep the product decision at hold.

A product bridge, with a boundary

The Vendor Exit Audit is the relevant sincLLM offer for this narrow problem. The frozen live catalog describes its required boundary as current stack documentation, vendor contracts, interfaces, data flows, and representative workloads and its deliverable as a portability report describing what the buyer owns, rents, and can replace. Delivery under the catalog scope cannot by itself prove buyer fit, legal compliance, system safety, technical adequacy, or a business outcome.