Spoolis

When to use Spoolis

Where Spoolis fits, by type of work

Spoolis is for transactions where payment depends on whether the agreed outcome actually happened.

Published August 13, 2026Live verification methods: deterministic checks and named human confirmation

The fit test: use Spoolis when acceptance needs a separate evaluation after the parties agree on the work. Do not use Spoolis merely because a payment exists.

Compare fit across common use cases

Type

Showing 15 use cases across all types.

TypeUse caseFitWhy Spoolis helpsWho verifies
DataBuy 50,000 verified company recordsExcellentPay per accepted record. Deterministic checks scale well across large batches.Spoolis, deterministic checks
DataEnrich a lead list with required firmographicsExcellentMissing or invalid fields earn nothing, so you only pay for complete records.Spoolis, deterministic checks
ExtractionScrape 500 pages into a required schemaExcellentBroken pages and malformed output earn no credit. Pay for clean extractions only.Spoolis, deterministic checks
ExtractionExtract fields from uploaded documentsGoodFormat and presence checks are deterministic. Harder judgments can add a human review step.Spoolis or a named human
ResearchAgent buys researched answers with citationsExcellentFormat, citation presence, and freshness can be checked per answer. A person confirms claims that need judgment.Spoolis plus a named human
ResearchMarket research memo with sourcesGoodStructure and sourcing can be checked. The final judgment stays with a named person.Spoolis plus a named human
CodeCoding task that must pass tests and buildExcellentTests and build results make strong acceptance evidence when supplied. Direct CI verification is reserved, not live.Named human today; CI reserved
CodePatch with a required performance benchmarkGoodA benchmark threshold creates a clear criterion. Direct CI verification is reserved, not live.Named human today; CI reserved
FilesBatch of images to a required specGoodDimensions, format, and file integrity are deterministic per file.Spoolis, deterministic checks
FilesVideo deliverable of an agreed durationGoodDuration and format check cleanly. Subjective quality can add a human step.Spoolis plus a named human
MarketplaceHandoff of a bike, camera, or furnitureGoodThe parties can define the handoff condition in advance and record the confirmation that satisfies it.Both parties confirm
MarketplacePay a listing fee with no fulfillment conditionNot a fitThe payment itself completes the transaction, so there is no separate outcome for Spoolis to evaluate.Your existing payment stack
ServicesContractor milestone, like a landing pageGoodWorks best when requirements are agreed up front, so the review is about the criteria.Spoolis plus a named human
ServicesAgency deliverables, like articles or QA batchesGoodClear acceptance criteria reduce ambiguity across a batch of work.Spoolis plus a named human
ServicesOne-off payment to a freelancer you trustUsually skipUsually easier to pay directly when trust already covers the acceptance decision.Human

The verifier depends on the condition

Spoolis can run deterministic checks against supplied evidence, or record confirmation from a named person with decision authority. External-tool verification, including direct CI or carrier integrations, is reserved and not live. AI-assisted verification is planned and not live.

Spoolis applies the agreed economic rules to the verification result. It does not always establish the underlying truth itself. For a physical handoff or a subjective quality condition, a person confirms the agreed condition and Spoolis records how that confirmation affects the outcome.

See the matrix in action in the demo, or inspect the current methods and refusal behavior in the developer verification docs.

When to use Spoolis · Spoolis