Awto-tölegler

1) Düşünje çarçuwasy

Awto-tölegler - "geçmek/ret etmek/eskalasiýa etmek" kararlary düzgünleriň we skoringiň esasynda awtomatiki usulda kabul edilýär, koridora ibermek operatoryň gatnaşmazdan amala aşyrylýar.

El bilen tölegler - adam barlagy (fin. operator/töwekgelçilik-analitik) iberilmezden öň/yzyna gaýtarylandan soň haýyşnamany tassyklaýar ýa-da ýatyrýar.

2) Re regimeimi saýlamagyň ölçegleri

"Awto" dykgatyna ýetirilende

Same-method & return-to-source berjaý edildi.
ND ≥ 0 (negatiw arassa goýumlar ýok).
KYC derejesi ≥ L1, işjeň RG blokirlemeleri ýok.
Töwekgelçilik-skor <bosagasy, geo-gapma-garşylyklar ýok (IP ≈ KYC ≈ SIM).
Segment üçin bosagadan öň ≤ mukdary.
Usul/koridor - pes yzyna gaýtarylmagy bolan instant/ygtybarly.
Täze chargeback/abuse-signallarsyz.

Haçan "el" diýlen

SoF/SoW talap edilýär (bosagasy/signaly).
PER/san-fazalar (fuzzy-hitler) ýa-da jedelli resminamalar.
GEO-konflikti, şübhe multi-account/household.
Velocity/amount anomaliýalary (köp programmalar, köp mukdarda).
Taryhsyz täze rekwizit üçin netije.
FX-arbitra scripts, standart däl koridorlar (SWIFT).
Näbelli sebäpler bilen islendik kadadan çykmalar we yzyna gaýtarmalar.

3) Plýuslar/minuslar

4) Gibrid konweýeriň arhitekturasy

1. Deslapky barlaglar: same-method, ND, RG/KYC, sanksiýalar.
2. Risk-skoring: payment/device/behavior/geo/fx alamatlary.
3. Desizioner: 'AUTO _ PASS/ MANUAL_REVIEW/DENY'.
4. Nobatlar: SLA ileri tutulýan el bilen nobat, koridora awto-router.
5. Orkestr: cost/ETA/çäkleri boýunça koridor (instant → fast → standard) saýlamak.
6. Treasury/FX: pre-funding, pullaryň çäkleri, slippage-gwardlar.
7. Reconciliation: statuslar, yzyna gaýtarmalar/tersler, re-rout/refand.
8. Observability: wagt, p95/p99, backlog, breach-alertler.

5) Syýasatlar (psevdo-DSL)

yaml policy: "payouts_auto_manual_v2"
eligibility:
same_method: true nd_min: 0 kyc_min: L1 routing:
cascade:
- corridor: "INSTANT" when: risk_score < 0. 5 and amount <= preapproved_limit
- corridor: "FAST_A2A" when: risk_score < 0. 65
- corridor: "STANDARD_SEPA" when: else manual_review:
triggers:
- risk_score >= 0. 65
- geo_conflict_score >= 2
- new_beneficiary == true and amount > new_beneficiary_cap
- sanctions_fuzzy_hit == true
- velocity_24h_payouts > 3 or amount_24h > segment_cap
- returns_last_30d >= 1 deny:
rules:
- self_excluded == true
- nd_total < 0 and allow_nd_withdrawal == false limits:
preapproved_limit:
LOW_RISK: {EUR: 2000}
MID_RISK: {EUR: 500}
sla:
auto_p95_minutes: 30 manual_p95_hours: 8 audit:
store_decision_tree: true store_feature_snapshot: true

6) El bilen barlamagyň nobatlary we ileri tutulýan ugurlary

1. Möhleti gutarýan SLA bilen uly mukdar.

2. Same-method & ND ≥ 0 (tassyklanylanda çalt goýberilýär).

3. Bir oýunçynyň köp biletleri (churn/arzalary azaltmak).

4. Toruň zaýalanmagy bilen instant-koridorlar (çalt yzyna almak ýa-da rugsat bermek).

5. Galan zatlar.

SLA dolandyryş nobaty: maksatly p95 çözgüt '≤ 4-8 sagat' (ygtyýarnama/bazar-garaşly).
Gurallar: resminamalary awto-saýlamak, checklists, jogap makroslary, "Approve with note", "Partial release".

7) UX we aragatnaşyk

Awto-şahamça: ETA we statuslary görkezýäris ("Başlangyç", "Hasaba alyndy").
El şahasy: garaşylýan penjiräni (bosagany) we zerur zatlary (resminamalaryň/barlaglaryň sanawy) dogruçyl habar berýäris.
Eskalasiýa: SLA-dan çykanda bildirişler, usuly üýtgetmek teklibi (eger same-method/ND bozmasa).
Jikme-jiklikleriň taryhy: geljekki awto-tölegler üçin "barlanan" alyjy belligi.

8) Maglumatlaryň nusgasy

sql payout. timeline (
payout_id PK, user_id, amount_minor BIGINT, currency TEXT,
method TEXT, corridor TEXT, provider TEXT, iso2 TEXT,
nd_snapshot NUMERIC, same_method_ok BOOLEAN,
risk_score NUMERIC, decision TEXT, -- AUTO_PASS    MANUAL    DENY reason_codes TEXT[], reviewer TEXT,
t_request TIMESTAMP, t_precheck_ok TIMESTAMP, t_risk_ok TIMESTAMP,
t_decided TIMESTAMP, t_initiated TIMESTAMP, t_posted TIMESTAMP, t_available TIMESTAMP,
status TEXT, meta JSONB
);

review. queue (
ticket_id PK, payout_id FK, priority INT, state TEXT, assignee TEXT,
created_at TIMESTAMP, picked_at TIMESTAMP, resolved_at TIMESTAMP, sla_deadline TIMESTAMP
);

risk. features_snapshot (
payout_id FK, payload JSONB, created_at TIMESTAMP
);

9) SQL şablonlary

9. 1. Awto/el/şowsuzlyklaryň paýy we olaryň TTW

sql
SELECT decision,
COUNT() AS cnt,
100. 0 COUNT() / SUM(COUNT()) OVER () AS share_pct,
PERCENTILE_CONT(0. 95) WITHIN GROUP (ORDER BY EXTRACT(EPOCH FROM (COALESCE(t_available, t_decided) - t_request))) AS p95_sec
FROM payout. timeline
WHERE t_request BETWEEN:from AND:to
GROUP BY decision;

9. 2. El bilen nobat we SLA gijikdirme

sql
SELECT
COUNT() FILTER (WHERE state='OPEN') AS open_tickets,
COUNT() FILTER (WHERE sla_deadline < now() AND state IN ('OPEN','IN_PROGRESS')) AS sla_breaches
FROM review. queue;

9. 3. Koridorlar boýunça awto-tölegler - breach

sql
SELECT corridor,
100. 0 COUNT() FILTER (WHERE EXTRACT(EPOCH FROM (t_available - t_request)) >:p95_target_sec) / NULLIF(COUNT(),0) AS breach_pct
FROM payout. timeline
WHERE decision='AUTO_PASS' AND status='SUCCESS'
AND t_request BETWEEN:from AND:to
GROUP BY 1 ORDER BY breach_pct DESC;

9. 4. "El → rugsat" öwrülişigi

sql
SELECT
100. 0 COUNT() FILTER (WHERE status IN ('SUCCESS','INITIATED')) / NULLIF(COUNT(),0) AS manual_approve_rate
FROM payout. timeline
WHERE decision='MANUAL' AND t_decided BETWEEN:from AND:to;

10) Metrikler we daşbordlar

Awto-rate%: awto-şahamçadaky tölegleriň paýy.
Manual approve %/deny%, manual p95 TAT (çözgüt wagty).
TTW p95/p99 по decision/corridor/provider/geo.
SLA-breach% (awto we el bilen).
Returns/Reverse% we yzyna gaýtarylandan soň gaýtalanýan tölegleriň paýy.
Şahalar we koridorlar boýunça cost per payout.
Programmalaryň arasynda ND <0 share.
Queue health: open, in-progress, breaches, ortaça garaşmak.
Complaint/1k payouts we CSAT vs re modeim.

11) Alertler

Manual backlog spike: 'open _ tickets'> bosagasy ýa-da 'manual p95 TAT'> SLA.
Koridorda/üpjün edijide Auto p95 breach.
Returns surge/bank/geo kody boýunça.
Arzalarda ND negative spike.
Policy drift: kesgitlenen çözgüt/fich-snapshot bolmazdan tölegler.
Täze beneficiary risk: täze alyjylar boýunça gollaryň uly paýy.

12) Wakalaryň pleýbuklary

A. Elleriň köpelmegi (TTW-ni haýalladýar)

1. X mukdaryna çenli pes töwekgelçilikli segmentler üçin pre-approval goşuň.
2. Capacity review (long-day, çalşygy üýtget).
3. Ygtybarly GEO/usullarda MANUAL üçin risk_score bosagasyny wagtlaýyn ýokarlandyryň.

B. awto-koridoryň pese gaçmagy (p95 ↑/returns ↑)

1. Alternatiw koridora kaskad, per-txn çägini peseltmek.
2. Ulanyjylaryň ETA-syny täzelemek, PSP/bank bileti.
3. Post-mortem: marşrut agramyny düzetmek.

C. Täze rekwizit boýunça tolkun bilen yzyna gaýtarmalar

1. "Täze" alyjylaryň awto-bloky el bilen tassyklanýança.
2. Oýunça saklanylan tassyklanan maglumatlary/çeşmäni hödürläň.
3. Awto-refund oýun gapjygynda we CTA "usuly saýlaň".

13) Ykdysadyýet we eglişikler

Awto operasiýany arzanlaýar we CSAT/retentiony ýokarlandyrýar, ýöne skoring/düzgünlere/telemetriýa maýa goýumlaryny talap edýär.
El bilen işlemek has gymmat, ýöne seýrek ýitgileri azaldýar we kadalaşdyryjy gorag üçin möhümdir.
Balans nokadyny gözleýäris: pes töwekgelçilikli segmentler we derrew koridorlar üçin iň ýokary awtoulag; el - edge-mysallar üçin.

14) A/B-synaglary

'risk _ score' bosagalary, pre-approval çäkleri, kaskaddaky koridorlaryň ileri tutulmagy.
El şahasy üçin göçürme we ETA.
Guardrails: Returns %, CBR bps, manual p95 TAT, CSAT, Complaints/1k.

15) Iň oňat amallar (gysgaça)

1. ND ≥ 0, same-method, KYC L1 +, pes mukdarda we barlanan jikme-jiklikler üçin default-auto.
2. Policy-as-code + fich/çözgütleri logirlemek, köpeltmek.
3. cost/ETA/saglyk boýunça koridorlaryň kaskady, awto-failover.
4. SLA ileri tutulýan nobatlar we operator üçin çek sahypalary.
5. Iki şahanyň hem aç-açan ETA we statuslary.
6. Pre-funding/pullaryň çäkleri, FX-gwardlar.
7. p95/p99 metrleri we guýruklary/yzyna gaýdyp gelişleri/backlog boýunça alertler.
8. Post-hadysalar we skoring/düzgünleriň yzygiderli sazlanmagy.

16) Girizmegiň çek-sanawy

• Trigger matrisi AUTO/MANUAL/DENY we versioning.
• Skoring we segmentler boýunça "pre-approval" çäkleri.
• Same-method/ND/KYC/RG/pre-checks-de sanksiýalar.
• Nobatlar we ileri tutulýan ugurlar, SLA we rollar.
• Koridor kaskadlary we health-fid, failover.
• Maglumatlaryň we wagtlaýynlaryň modeli, surat/çözgütleriň snapshotlary.
• TTW/SLA/returns/backlog boýunça daşbordlar we alertler.
• Playbook: zaýalanma, gaýdyp geliş tolkuny, el bilen ösmek.
• A/B we data-friz/SW.
• Ygtyýarnamalara/syýasatlara laýyklygyň yzygiderli barlaglary.

Gysgaça maglumat

"Gollar vs awto-tölegler" - saýlama "ýa-da" däl-de, gatlaklaşdyrylan ulgam: awto - güýçli telemetriýa bilen öňünden aýdyp boljak howpsuz ssenariler üçin; el - dar, töwekgelçilikli we kadalaşdyryjy duýgur ýagdaýlar üçin. Düzgünleri kod hökmünde resmileşdiriň, p95/p99 we backlog ölçäň, koridor kaskadlaryny we aç-açan ETA-lary saklaň - çalt, ygtybarly we ykdysady taýdan durnukly tölegleri alarsyňyz.