How to reach SAHARA's loan, KYC and repayment records

Every active SAHARA loan sits in a per-borrower ledger — principal in rupees, the markup band applied, the tenor in days, and a running repayment status — all of it behind a mobile-number login. That ledger, plus the KYC profile a borrower submits and the disbursement record that points at their bank or wallet, is the data an integrator actually wants. Pakistan has no consumer open-banking or account-aggregation consent rail comparable to UK Open Banking or India's Account Aggregator, so reaching those records runs through authorized interface integration of the SAHARA client's own traffic rather than a national consent endpoint. That is the route we would build here; a consenting borrower's own login drives it, and where the app exposes an in-product export it serves as a supplement for one-off pulls.

Where SAHARA keeps borrower records

The surfaces below map to what the app itself presents to a logged-in borrower. Granularity reflects how the data is structured on screen, not a guess at the backend.

What the app's own screens reveal

These are the live SAHARA screens from its store listing. Each one is a surface we read against during the build — the loan amount picker, the step flow, the repayment view. Tap to enlarge.

Authorized paths to the loan ledger

Three paths apply to SAHARA. They are not equal, and the right one depends on whether you hold the lender side or a borrower's consent.

1 · Authorized interface integration of the app traffic

We analyse the documented exchange between the SAHARA client and its backend, under the lender's or a consenting borrower's authorization, and reproduce the calls that return the loan ledger, schedule and disbursement record. This reaches everything a borrower can see in the app. Effort is moderate; durability depends on the app's front end staying put, so we plan a re-validation pass into maintenance. Access is arranged with you during onboarding — a consenting test account or a lender-side sandbox, set up as part of the project.

2 · User-consented login

A borrower authenticates through a consent flow we operate, and we pull only that borrower's own records. This is the cleanest basis in Pakistan, since the borrower's authorization is the dependable legal footing. Coverage is one account at a time; the session is tied to the SMS one-time-password the app issues.

3 · In-product export

The Key Fact Statement reaches the borrower by email and SMS, and the app surfaces screenshots of loan terms. This is fine for a one-off snapshot and useless for a continuous feed, so we treat it as a backstop rather than the backbone of a live sync. For an ongoing integration we would build on path 1, driven by path 2's consent.

A worked example: reading an active loan

Illustrative request and response for the loan-and-schedule surface. Field names get pinned during the build against a consenting account; the arithmetic mirrors the app's own published example (PKR 10,000 at 0.1% over 60 days = PKR 600 markup).

# Illustrative — field names confirmed during the build, not a published spec.
# 1. Session: registered mobile + SMS OTP exchanged for a short-lived bearer token.
POST /v1/auth/otp/verify
  { "msisdn": "+9230xxxxxxx", "otp": "######" }
  -> { "access_token": "...", "expires_in": 1800 }

# 2. Pull the borrower's active loan and its repayment schedule.
GET /v1/loans/active
  Authorization: Bearer <access_token>
  -> {
       "loan_id": "...",
       "principal_pkr": 10000,
       "markup_rate": 0.001,          # 0.1% in this example
       "tenor_days": 60,
       "total_markup_pkr": 600,
       "disbursed_to": { "type": "wallet", "ref": "mobile_wallet" },
       "schedule": [
         { "due_date": "2026-08-18", "amount_pkr": 10600, "status": "due" }
       ],
       "kfs_locale": ["en", "ur"]
     }

# 3. Mind the 1800s token window: re-verify before expiry on long pulls,
#    and back off on HTTP 429 so a batch sync stays inside rate limits.

What lands in your repository

The deliverable is working code against SAHARA's real surfaces, not a report about them. For this app that means:

• An OpenAPI / Swagger specification covering the auth exchange, the active-loan and history endpoints, and the repayment-schedule surface.
• A protocol and auth-flow report: the OTP-to-token handshake, token lifetime, and the header chain the app uses on each call.
• Runnable source for the key endpoints in Python or Node.js — loan ledger, schedule, KYC profile and disbursement record — with retry and rate-limit handling.
• Automated tests that exercise the live flow against a consenting account, including the token-refresh path.
• Interface documentation plus a normalized schema that folds the English and Urdu KFS into one record.
• Data-retention and consent-logging guidance shaped to SECP's in-Pakistan storage rule.

Where teams use a SAHARA feed

• A lender or aggregator reconciling a borrower's SAHARA exposure against other Pakistani nano-loan apps to spot over-indebtedness before a fresh advance.
• A collections team pulling instalment status as it turns overdue, to drive compliant, non-coercive reminders that fit SECP's recovery standards.
• A finance back office matching SAHARA disbursements to the receiving wallet or bank account for daily settlement.

Operating inside SECP's digital-lending rules

SAHARA runs as a licensed NBFC product, and the Securities and Exchange Commission of Pakistan governs how its borrower data may be touched. Two of those rules shape the integration directly. First, a digital lender may not read the borrower's phone book or photo gallery even with consent, and may not contact anyone in it beyond a single guarantor the borrower authorizes — so there is no contact graph to extract, and we do not build for one. Second, borrower data cannot be stored on cloud infrastructure outside Pakistan, which fixes where the pipeline runs and where extracted records land.

The dependable legal basis for a pull is the borrower's own authorization, or the lender's authorization over its own data. Pakistan's Personal Data Protection Bill, 2023 would add a statutory layer — data-subject access and erasure rights, a national commission — but it remains pending before Parliament and is not yet in force, so we treat consent and the existing SECP circulars as the operative framework today and design retention, consent records and NDAs to match. Where a guarantor's reference is in scope, their consent is captured too, the way the rules require.

Engineering specifics we account for

A few things about SAHARA we design around rather than discover late:

• OTP-bound sessions. First-factor auth is an SMS one-time-password on the registered mobile, and the resulting token is short-lived. We size the sync around that window and re-authenticate before expiry, so a long backfill does not silently drop mid-run.
• Bilingual KFS. The Key Fact Statement is served in both English and Urdu. We parse both locale variants and normalize them, so the repayment figures a downstream system reads are identical regardless of which language the app rendered.
• In-country residency. Because borrower data must stay inside Pakistan, we run the integration and any replay/backfill harness against in-country endpoints and keep the extracted store Pakistan-resident — the sync never pushes records across the border.
• Front-end drift. Consumer lending apps reskin their flows often. We build a re-validation step into maintenance so a layout or field change on SAHARA's side is caught and patched, not left to fail quietly.

Pricing and how the build runs

Runnable source for SAHARA's loan-ledger and repayment endpoints lands in your repository alongside the OpenAPI spec, tests and documentation — and the source-code engagement starts at $300, billed only after delivery once you have run it and confirmed it works. If you would rather not host anything, the second model is a pay-per-call hosted API: we stand the integration up on our side, you call the endpoints, and you pay only for the calls you make with nothing upfront. A typical build runs one to two weeks. You give us the app name and what you need from its data; access, the consenting account or sandbox, and the compliance paperwork are arranged with you as part of the work. Start the conversation at our contact page.

What we checked

This mapping draws on SAHARA's own Play Store listing for its loan terms, APR range and operator details, on SECP's published whitelist and digital-lending circulars for the regulatory picture, and on reporting of the contacts-and-residency rules. Checked June 2026 against the sources below.

• SAHARA - Fast Loan Asaani Say on Google Play
• SECP — Whitelist of licensed digital-lending apps
• SECP Circular 8 of 2024 — Guidelines for NBFCs in digital lending
• Dawn — SECP steps in to shield borrowers from digital lenders

Mapped by the OpenBanking Studio integration desk · June 2026.

Other Pakistani lending apps in the same orbit

SAHARA sits in a crowded field of Pakistani consumer-credit and wallet apps. The names below hold comparable per-borrower data and are common candidates when a buyer wants one unified view across several lenders.

• Barwaqt — instant personal loans up to six figures in rupees; holds loan, repayment and credit-score data per borrower.
• Tez Financial Services — nano lending with its own scoring; per-user loan history and instalment records.
• Zaroorat Cash — short-term loans at higher ceilings; borrower ledger and repayment status.
• Adalfi — bank-partnered instant lending; pre-approved limits and repayment schedules.
• Finja — lending plus payments; payroll-linked advances and transaction records.
• Muawin — SECP-listed digital lender; loan disbursement and repayment data.
• EasyPaisa — wallet with embedded lending; balances, transfers and loan records behind one account.
• JazzCash — mobile wallet offering quick advances; transaction and credit data per user.

Questions integrators ask about SAHARA

Does SECP's ban on reading contacts limit what can be extracted?

It shapes the schema rather than blocking it. Pakistani rules bar a lending app from reading the phone book or gallery even with consent, so SAHARA holds no contact graph to pull. The one permitted reference is the single guarantor a borrower authorizes at approval, and we model exactly that and nothing more.

Where will the extracted SAHARA records be stored?

Inside Pakistan. SECP requires borrower data to stay on infrastructure within the country, so we run the pipeline against in-country endpoints and land the records in a Pakistan-resident store rather than moving them across the border.

The Key Fact Statement comes in English and Urdu — how is that handled?

SAHARA renders the disclosure in both languages through video, screenshot and SMS. We parse both locale variants and normalize them into one canonical repayment record, so a downstream consumer reads consistent figures no matter which language version the app served.

Can SAHARA's own ledger be kept separate from the bank or wallet it pays into?

Yes. Disbursement records link a loan to the borrower's chosen bank account or mobile wallet, but we keep the SAHARA-side principal, markup and repayment data distinct from the payout rail, so reconciliation against the funding account stays clean.