Dealr is an AI-powered pricing and escrow platform built for Nigeria's informal economy. The core idea is simple: artisans - tailors, welders, photographers, decorators, and any skilled gig worker are able to find jobs and also have a reliable way to price their work fairly or guarantee payment after completing a job.
# DEALR — Fair Pricing. Guaranteed Payment.
### Built by Team JAMA · APICON Hackathon 2026
> *"Deals done right, every time"*
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## What is Dealr?
Nigeria has over 30 million artisans. 76–80% have no access to market
pricing intelligence. 40% report being owed money after completing work.
Dealr fixes both problems in one flow.
An artisan describes a job in plain English or Pidgin. Dealr instantly:
- Generates a **fair market price** with a full cost breakdown
- Creates a **plain-language agreement** (no lawyers needed)
- Secures payment in **Monnify-powered escrow** before work begins
- Releases funds only when the client **confirms delivery**
No guesswork. No ghosting. No silence.
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## Live Demo Flow
| Step | What Happens |
|------|-------------|
| 1 | Artisan describes job: *"One senator kaftan, hand embroidery, 4 days"* |
| 2 | AI returns fair price range + cost breakdown |
| 3 | Agreement generated automatically |
| 4 | Client receives shareable link, reviews terms, pays via Monnify |
| 5 | Funds held in escrow |
| 6 | Client confirms delivery and Monnify releases payment to artisan |
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## Tech Stack
| Layer | Technology |
|-------|-----------|
| Frontend | React (mobile-first) |
| Backend | Python · FastAPI |
| Database | SQLite |
| AI Pricing | Gemini API (Google) |
| Payments | Monnify API (Escrow) |
| Notifications | Termii |
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## Monnify API Integration
Dealr uses Monnify's escrow API as its **core trust mechanism** — not a
surface integration.
- `POST /payments/initiate` — client pays, funds held in escrow
- Escrow hold confirmed to both artisan and client
- `POST /payments/confirm` — client confirms delivery, Monnify releases funds
- Dispute flag pauses the flow and holds funds pending review
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## AI Pricing Engine
The Gemini-powered pricing engine analyses:
- Job type and complexity
- Material cost benchmarks (Nigerian market rates)
- Labour time estimates
- Urgency and customisation factors
Returns a structured JSON respons …