Clintona — An
AI-Powered B2B
Marketplace for UAE SMBs.
A proposed AI-powered marketplace where UAE SMBs describe their business needs, our AI matches them with verified suppliers across branding, marketing, strategy, and operations, generates structured quotes, and secures payments via milestone-based escrow — with a proprietary Growth Score quantifying business health over time.
The Client
UAE-based SMB services platform. Under NDA. Published RFP October 2025 v1.1 (Arabic source document).
The Ask
Design, architect, and propose an AI-powered services marketplace connecting SMBs with verified suppliers.
The Scope
4 service categories · web + iOS + Android · AI matching · escrow · bilingual AR/EN with RTL.
SMBs deserve better than referrals and guesswork.
The problem
- SMBs waste months finding the right supplier
- Referrals are unreliable; marketplaces surface mismatches
- Verified pros lose time on underpriced leads
- Pricing is opaque; budget gets spent on the wrong agency
- No unified view of business health over time
The proposed solution
- AI matching with explainable "why this match" reasoning
- 4 verified categories — branding, marketing, strategy, ops
- Structured quote comparison · milestone escrow (<48h)
- Growth Score 0–100 across 4 health axes
- 24/7 Virtual Advisor (RAG) · Business Health Check
- Native web + iOS + Android, bilingual AR/EN with RTL
AI matching engine.
Five stages — from brief to top-3 matches, with explainable reasoning in Arabic or English.
Brief intake
Client writes brief in AR or EN, free-form.
GPT-4o analysis
Extracts intent, industry, budget band, urgency.
Vector similarity
pgvector match against supplier portfolios.
Re-ranking
Weighted: performance · availability · price fit.
Top 3 + why
Explainable match reasoning, in AR/EN.
AI Matching
GPT-4o + embeddings. 94% match accuracy target.
Quote Comparison
Side-by-side scope, price, timeline. AI "recommended" badge.
Milestone Escrow
Stripe + PayTabs. <48h release on approved deliverable.
Growth Score
0–100 composite: revenue · acquisition · brand · ops.
Business Health Check
On-demand AI assessment. Actionable recommendations.
24/7 Virtual Advisor
RAG-powered chat, grounded in verified business literature.
Delivered with the proposal.
The visual system we packaged for the client — colors, type scale, components. Ready to build against.
Palette
Typography
Components
BUTTON · PRIMARY
INPUT · DEFAULT
CARD · STAT
DELIVERED AS PART OF THE PROPOSAL · BUILDABLE AGAINST EXACT HEX CODES
We don't just design. We build what we design.
Track record
Shipped products in portfolio: Jade, Coral, MegaAlpha QR, Barbershop POS — and proposed concepts for Madrasti and NUZUL.
Full-stack
Web + mobile + API + AI, all in-house. No handoffs across agencies.
UAE-first
Bilingual AR/EN, FTA-compliant, culture-aware design. Abu Dhabi team.
Have a similar brief? Let's build it.
Commission this concept — or a similar project.
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