Product transparency

Know exactly what is live before you rely on it.

FareSift is in public beta. Deterministic planning, cost and safety logic, durable accounts, and governed evidence controls operate today. Authorized airfare search, statistical serving, payment, and ticketing authority remain independently gated and are reported from live configuration.

FareSift Brain trip orchestration
Available

Versioned intent, strategy, cost, risk, eligibility, and explanation agents operate with deterministic guardrails.

True trip cost and risk scoring
Available

Works with traveler-entered fares, clearly labeled reference inventory, and activated provider-reported inputs; missing ancillary costs remain explicit.

Provider evidence governance
Control ready

Only evidence reconciled from an authorized provider enters the append-only learning ledger. Public feedback cannot verify itself.

Autonomous shadow learning
Shadow only

The zero-cost autonomous cadence is installed but disabled. Admins may still create and evaluate non-serving candidates after the reconciled-evidence threshold.

Model activation and rollback
Off by default

BRAIN_MODEL_CONTROL_ENABLED is false. Human activation and rollback lifecycle writes remain fail-closed; shadow training and evaluation are unaffected.

Statistical recommendation serving
Off by default

BRAIN_STATISTICAL_SERVING_ENABLED is false. No statistical artifact has production serving authority.

Traveler profiles, fare rules, and observations
Available

Persistent after sign-in; user-entered prices remain clearly unverified.

Launch-interest capture
Available

First-party requests can be recorded; delivery occurs only when the message category and authenticated correspondence gate permit it.

Transactional correspondence
Gate enabled

FareSift by Michai Media transactional delivery is enabled through a verified sender, monitored Reply-To, signed webhook, recipient suppression, and a daily hard cap. Marketing remains separately disabled.

Live airfare inventory
Gate enabled

An authorized production search adapter is enabled. Offers are provider reported, incomplete ancillary costs remain explicit, and every fare must be repriced at the purchase source.

Paid FareSift subscriptions
Partner gated

No card is charged until hosted payment processing and product-readiness controls are deliberately enabled.

In-app ticket issuance
Control ready

A live Duffel credential and signed webhook are configured. Production search is enabled within hard caps; customer-card approval, a transaction ceiling, servicing validation, and the order and checkout gates remain closed.

Reference prices, inventory counts, and verification timestamps in the demo are synthetic and labeled. Model artifacts are content-digested and immutable by convention, but a digest is not proof of model quality. FareSift does not claim autonomous booking, and no gate overrides eligibility, policy, fare truth, or transaction controls. See the native-booking activation plan.