Financial Event Infrastructure for African Payment Systems

One Gateway for
African Payment Events.

ParsePesa receives SMS receipts, Daraja callbacks, Pesapal IPNs, IntaSend events, Flutterwave webhooks, Paystack events, Tingg callbacks, DPO responses, and custom webhooks — then normalizes everything into one clean financial event stream.

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Input SMS

Confirmed. Ksh1,200.00 sent to QUICKMART SUPERMARKET on 10/5/26 at 11:30 AM. New M-PESA balance is Ksh8,300.00.

Clean JSON Output

{
  "success": true,
  "parser_version": "v3.0.0",
  "rule_source": "deterministic",
  "data": {
    "event_id": "evt_RKA123XYZ",
    "source": "mpesa",
    "event_type": "bill.paid",
    "event_name": "Bill Paid",
    "amount": 1200.0,
    "currency": "KES",
    "counterparty": "QUICKMART SUPERMARKET",
    "timestamp": "2026-06-12T17:45:32.000Z",
    "metadata": {
      "transaction_id": "RKA123XYZ",
      "balance": 8300.0,
      "fee": 0.0,
      "status": "completed"
    }
  }
}
The Core Engine

Regex with a Brain.

Generic parsers break when financial providers update their SMS templates. Our engine uses a self-optimizing hybrid approach: deterministic regex ranked by confidence for speed, and **Gemini AI synthesis** for automated rule learning.

Self-Learning Engine (V2)

Dynamic rule ranking, confidence scoring, and automated Gemini rule synthesis.

Enterprise Webhooks

Stripe-compliant environment isolation, event filtering, and replay protection.

Card & Bank support

Native parsing for Loop Card, Global Pay, KCB, Equity, and other payment providers.

Strict Schema Validation

Every parse passes layout checks to guarantee clean, structured output.

One Call Integration

curl -X POST https://api.parsepesa.nexoracreatives.co.ke/v1/parse \
  -H "Authorization: Bearer pp_live_your_key" \
  -H "Content-Type: application/json" \
  -d '{"raw_text": "Confirmed. Ksh500.00 sent to NEWTON..."}'
New: Unified Callback Gateway

Harmonize Webhooks Across Africa.

Stop maintaining individual webhooks for every African payment provider. Route callbacks from Safaricom (Daraja), Pesapal, IntaSend, PayHero, Flutterwave, Paystack, Tingg, and DPO directly to ParsePesa. We verify signatures, normalize payouts and collections, and dispatch one consistent event stream.

Signature & IP Verification

Bespoke security validation including Flutterwave verif-hash, Paystack HMAC, and IP allowlist constraints.

Cross-Source Merges

Our reconciliation engine matches raw provider events with parsed SMS receipts, eliminating double-spending or redundant webhooks.

INBOUND PROVIDER WEBHOOK CALLBACKS

{ "event": "charge.success", "data": { "reference": "PAYSTACK-REF", "amount": 250000 } }

UNIVERSAL PARSEPESA NORMALIZATION

{ "id": "evt_PAYSTACK-REF", "event_type": "money.received", "event_name": "Money Received", "status": "succeeded", "amount": 2500.0, "currency": "KES", "provider": "paystack", "merchant_reference": "PAYSTACK-REF" }
See It In Action

Learn ParsePesa in Minutes.

Watch our walkthrough videos to see how ParsePesa simplifies African payment parsing — from SMS to structured events in one API call.

Featured · Full Walkthrough

ParsePesa: From SMS to Structured Financial Events

A complete overview of how ParsePesa normalises M-PESA, Daraja, Pesapal, and other African payment sources into one clean event stream.

Quick Start

Get Your First Parse in Under 5 Minutes

Step-by-step: create an account, generate your API key, and make your first parse request with a real M-PESA SMS.

Webhook Gateway

Unifying Daraja, Paystack & Flutterwave Webhooks

See how the ParsePesa callback gateway verifies signatures, normalises payloads, and dispatches unified events in real time.

See all videos on YouTube
Pricing Plans

Transparent, Tiered Billing

Choose a plan that scales with your transaction volume. Sandbox environments are always 100% free.

Developer

Free Tier

Perfect for staging & side projects

KES 0/ mo
  • ✓ 500 parses included
  • ✓ 25 AI fallbacks included
  • ✓ KES 0.50 overage rate
Get Started

Startup

Popular

For early-stage products and SaaS

KES 2,500/ mo
  • ✓ 10,000 parses included
  • ✓ 1,000 AI fallbacks included
  • ✓ KES 0.35 overage rate
Get Started

Growth

Scale

For active production deployments

KES 15,000/ mo
  • ✓ 75,000 parses included
  • ✓ 10,000 AI fallbacks included
  • ✓ KES 0.20 overage rate
Get Started

Business

Enterprise Lite

For high-throughput requirements

KES 45,000/ mo
  • ✓ 300,000 parses included
  • ✓ 50,000 AI fallbacks included
  • ✓ KES 0.12 overage rate
Get Started

Enterprise

Custom

For banks, SACCOs & fintech platforms

Custom
  • ✓ Custom monthly parses
  • ✓ Dedicated AI fallback bounds
  • ✓ From KES 0.05 overage
Contact Sales

Ready to ship?

Join hundreds of Kenyan developers automating their financial workflows with ParsePesa.

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No commitment · Scale as you grow