Kalshi × Parallel

Ways Kalshi could use the Decisions API

A regulated exchange for event contracts and perpetual futures.

Financial servicesSells to businesses and consumers50–500 employeesRegulatedPublic API

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01choice

Operationslive

Shorten settlement reviews by routing requests against designated sources

Why: Kalshi’s markets team reviews requests to settle specific strikes, and settlement depends on the applicable market rules.¹²

Example

Shorten settlement reviews by routing requests against designated sources

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionFor this requested market strike, what does the rules-designated public source report about the specified outcome?

Decision

Outcome confirmedSend to settlement review
Outcome pendingKeep request pending
Source unclearEscalate source review

02choice

Productdaily

Keep event market dates current by flagging schedule changes

Why: Kalshi lists event contracts across elections, sports, companies and other categories, each tied to a defined outcome.³⁴

Example

Keep event market dates current by flagging schedule changes

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionDoes the official organizer still list this market’s underlying event at the date stored in the market record?

Decision

Date unchangedRetain the event date
Date changedFlag the market date
Event canceledEscalate market rules
Not foundReview the event record

03choice

Saleslive

Speed broker integration discussions by routing partners to the right model

Why: Kalshi offers different integration paths for futures commission merchants, introducing and foreign brokers, and software vendors.⁵

Example

Speed broker integration discussions by routing partners to the right model

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionWhat publicly documented business type best describes this exact prospective integration partner?

Decision

Futures merchantRoute to direct integration
Introducing brokerRoute to broker partnerships
Software vendorRoute to software partnerships
OtherSend for qualification

04choice

Supportlive

Resolve institutional access tickets by detecting customer ownership changes

Why: Kalshi directs customers to its support messenger and uses account information to help resolve requests.⁶

Example

Resolve institutional access tickets by detecting customer ownership changes

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionFor this institutional customer raising an account-access ticket, what do public sources say about its current ownership?

Decision

Ownership unchangedContinue account support
AcquiredEscalate account ownership
UnclearRequest ownership documentation

05yes / no

Operationsweekly

Keep settlement references current by flagging unavailable market sources

Why: Kalshi’s market rules specify how outcomes are determined, and delayed or revised source data can affect settlement.²

Example

Keep settlement references current by flagging unavailable market sources

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionDoes this market’s stored rules-designated public source link still lead to the specified data or publication?

Decision

YesRetain the source link
NoReview the source link

06choice

Operationsmonthly

Keep broker records current by flagging registration changes

Why: Kalshi says CFTC-registered futures commission merchants can integrate directly, while introducing brokers connect through an integrated merchant.⁵

Example

Keep broker records current by flagging registration changes

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionWhat is this integrated broker’s current registration status in the official CFTC or NFA register?

Decision

ActiveRetain the broker record
InactiveEscalate broker status
Not foundInvestigate the record

07score

Risklive

Shorten market maker reviews by surfacing adverse regulatory evidence

Why: Kalshi’s Market Maker Program reviews applicants’ financial resources, trading experience and business reputation.⁷

Example

Shorten market maker reviews by surfacing adverse regulatory evidence

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionHow much public evidence of adverse regulatory action against this exact market maker applicant appears across regulator records and credible news?

Decision

None foundContinue standard review
LimitedReview cited actions
ExtensiveEscalate compliance review

08choice

Saleslive

Sharpen small-business hedging outreach by matching documented exposures

Why: Kalshi presents small-business hedging use cases including supply chain disruptions, bad weather and rising fuel costs.⁸

Example

Sharpen small-business hedging outreach by matching documented exposures

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionWhich operational exposure is most directly documented across this exact business’s public materials and credible coverage?

Decision

WeatherShare weather examples
FuelShare fuel examples
Supply chainShare supply examples
UnclearAsk about exposures

09yes / no

Operationslive

Reduce duplicate event records by linking matching election races

Why: Kalshi lists thousands of event contracts, including markets on individual election races and broader election outcomes.³⁹

Example

Reduce duplicate event records by linking matching election races

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionDo these two market records refer to the same exact underlying election race, according to official election sources?

Decision

Yes ≥ 90%Link the event records
Yes 50–90%Queue for review
Yes < 50%Keep events separate

10yes / no

Risklive

Strengthen market integrity reviews by flagging source-agency affiliations

Why: Kalshi’s insider trading rules cover employees or affiliates of a contract’s source agency.¹⁰

Example

Strengthen market integrity reviews by flagging source-agency affiliations

POST https://api.parallel.ai/v1/decisions

Send with your key in the x-api-key header.

QuestionDo public sources show this trader is currently employed by or affiliated with this contract’s named source agency?

Decision

YesEscalate affiliation review
NoContinue standard surveillance

Decisions API docs ↗