composed experience90–120 min4 stages8 code languages

Application flow: Make address risk explainable

More straight-through approvals with a clear audit trail for ambiguous or high-risk addresses.

The real-world moment

A small-business applicant enters an informal address and consents to a device-location check. The bank must normalize the address, compare accuracy-bearing evidence, join serviceability/risk geography, auto-approve only strong cases, redact precise evidence on schedule, and still explain the decision years later.

Make ownership visible before code.

Compose multiple capabilities while the application owns user intent, policy, and continuity.

Application state
hybrid
Planning calls
0
Credentials accepted
No
Write authority
None
01
Onboarding system

Normalize the entered address

Owns application, declared address, consent, KYC identity, product eligibility, decision and regulatory retention.

Declared address ↔ original text, normalized candidates, chosen Mappls Pin

GETAutoSuggest API/api/places/search/jsonThis normalized operation matches the stage intent and remains subject to its source, lifecycle, authentication, entitlement, host, and regional gates.

Record stage 1 with the application identity, source fingerprint, request or aggregate identity, timestamp, and observable outcome.

Device fix is weak or unavailable

Do not infer presence; continue with alternate evidence or manual review and record the reason.

02
Address normalization

Compare declared and captured locations

Search/standardization returns candidates and a selected Mappls Pin with source provenance rather than a rewritten string presented as certainty.

Device evidence ↔ consent/purpose, coordinate, accuracy, times, source, hash

GETGeocode API/api/places/geocodeThis is a supporting operation from the selected product stack, not proof of an exact provider contract for this stage. Resolve the stage through its product source or adapter boundary before live implementation.

Record stage 2 with the application identity, source fingerprint, request or aggregate identity, timestamp, and observable outcome.

Address and device evidence disagree

Retain both, calculate distance under a versioned policy, and prohibit automated override of a reviewer rejection.

03
Evidence service

Join serviceability and risk zones

Captures consented device fix, accuracy, event/receipt time and content hash separately from reverse-geocoded label.

Risk enrichment ↔ zone dataset versions and feature values

GETReverse Geocode API/{REST_KEY}/rev_geocodeThis normalized operation matches the stage intent and remains subject to its source, lifecycle, authentication, entitlement, host, and regional gates.

Record stage 3 with the application identity, source fingerprint, request or aggregate identity, timestamp, and observable outcome.

Precise evidence reaches retention limit

Redact payload while retaining hash, coarse result, consent/decision lineage and attributable deletion event.

04
Risk policy engine

Score confidence with reasons

Joins versioned zones and computes explainable features under a named policy; weak/contradictory evidence enters manual review.

Decision ↔ policy version, evidence IDs, reasons, reviewer and redaction state

GETNearby API/api/places/nearby/jsonThis is a supporting operation from the selected product stack, not proof of an exact provider contract for this stage. Resolve the stage through its product source or adapter boundary before live implementation.

Record stage 4 with the application identity, source fingerprint, request or aggregate identity, timestamp, and observable outcome.

Device fix is weak or unavailable

Do not infer presence; continue with alternate evidence or manual review and record the reason.

Edit once. Generate eight trusted-runtime implementations.

The recipe starts from the normalized GET /api/places/woodpecker contract. Execute six deterministic fixture outcomes before an issued account is involved.

Local request composerCode stays local · fixtures are explicit
GETRequest inputs
2 editable · 0 protected
Generated in eight languages
Environment-backed credentials
GEThttps://atlas.mapmyindia.com/api/places/woodpecker?address=237+Okhla+industrial+estate+phase+3+new+Delhi%2C+Delhi+110020&bias=1.5
Credential-free sandboxExecute this contract without a provider call
How fixtures work
Generated from your inputs
curl --request GET \
  --url 'https://atlas.mapmyindia.com/api/places/woodpecker?address=237+Okhla+industrial+estate+phase+3+new+Delhi%2C+Delhi+110020&bias=1.5' \
  --header "Accept: application/json" \
  --header "Authorization: Bearer ${MAPPLS_ACCESS_TOKEN}"

Credential-safe by constructionSet MAPPLS_ACCESS_TOKEN only in your trusted runtime. Code generation stays local. Sandbox execution sends only bounded fixture inputs to this developer platform and never reads a credential or calls Mappls.

Break the journey before customers do.

These controls are required at this operating depth; deeper recipes add durable truth rather than merely more API calls.

Application-owned intentStable cross-capability identityPartial-failure fallbackCancellation and teardownFreshness and provenanceQuota and latency budget

Definition of done

Every capability has one owner, bounded input, explicit timeout, and useful unavailable state.

Application intent survives refresh, back navigation, duplicate callbacks, and partial capability failure.

Provider identities, source fingerprints, request identities, and application decisions remain attributable.

Accessibility, privacy, quota, observability, support, and rollback evidence cover the complete user flow.

Contracts, tutorials, and journeys stay linked.

Care Transfer Desk

Confirm the correct receiving entrance, assign eligible transport, preserve courier custody, review condition exceptions, and reconcile receiver acceptance without retaining patient or clinical data.

Source-grounded, not authority-granting

This recipe composes source-derived contracts, application architecture, fixtures, and maintained learning evidence. It does not prove package availability, provider payload shape, account entitlement, regional behavior, production compatibility, or release approval.