ShamsVision
Founder-led execution, staged investment, Saudi general trade data dominance
Founder-led execution, staged investment, Saudi general trade data dominance
MVP built (AI portal plus mobile app). Brand identity complete (Sage archetype, full brand guide). Saudi MBA founder, based in Jeddah, family in the Gulf. The general trade opening is unaddressed by the global incumbents. Geolocation and EXIF checks as a defensible fraud-control layer.
Solo founder, no team yet. No FMCG customer conversations to date, demand still unvalidated. Original pitch deck had empty competitor slide and inconsistent financials. Networking-only sales motion proposed by founder, CAC scaling unplanned. Customer-count forecast over-estimated per founder admission.
Vision 2030 retail modernisation and Saudization-aligned local hiring. PDPL-driven preference for Saudi-native vendors with local hosting. Saudi F&B SAR 154B to SAR 214B by 2030 plus MEA AI-in-retail growth. Channelplay and regional firms as coverage partners. GCC expansion arc after Saudi proof.
NielsenIQ or Trax launching a Saudi general trade crowdsourced product within 12 months. A sovereign or distributor building the same thing in-house. Services creep eroding gross margin in the hybrid model. Enterprise procurement cycles slower than six months, blowing the runway. Data-transfer rules tightening and raising the cost of the architecture.
Moderate. The Saudi general trade opening is there today, but NielsenIQ, Trax, or Channelplay could enter once the category is proven. The 18 to 24 month head start on the data archive is the barrier.
Low to moderate. Cloud computing and data labelling are cheap and standard. The real supplier leverage sits in distributor relationships for store access.
Low today. No incumbent serves Saudi general trade at this resolution or price, so direct rivalry is limited in the near term.
Moderate. Enterprise FMCG buyers run six to nine month procurement and can delay, but no substitute gives them the same district-level data.
Moderate. Manual audits, NielsenIQ panels, and in-house teams are the substitutes. Each is slower, coarser, or more expensive per data row.
Vision 2030 backing AI and retail modernisation. SDAIA sponsoring national AI policy. MISA investor framework supportive of foreign and local AI startups. Saudi political stability strong, regional tensions managed.
Saudi food and beverage growing from SAR 154B (2019) to SAR 214B (2030). Retail trade up 17 percent year on year in Q3 2025. E-commerce up 33.9 percent. Strong consumer spending. NielsenIQ data shows shoppers who pay for quality.
Smaller-format retail growing faster. Selective shoppers. Saudization quotas 60 percent in marketing and sales shape hiring. Saudi female entrepreneur ecosystem expanding under Vision 2030.
98 percent establishment internet, 46.8 percent cloud adoption, 27.6 percent AI in business activity, 85 percent e-payments. E-invoicing rolling out. AI image-recognition mature enough for enterprise procurement.
Standard FMCG sustainability pressures on packaging and supply chain. Not central to the investor thesis but relevant for ESG-conscious enterprise buyers and Saudi sovereign-fund investors.
PDPL data law in force since September 2023, revised 2024. Cross-border data-transfer controls run by SDAIA. Local hosting increasingly required to sell to enterprise. SFDA product registries usable as a product-code reference.
Saudi national distributors for outlet access, Channelplay-style field partners for coverage, MISA, Saudi Unicorns, and Monsha'at for warm introductions.
Image capture, AI processing, EXIF and geolocation validation, dashboard delivery, monthly insight reports, model retraining.
Saudi general trade shelf data you can trust, priced for the local buyer.
Founder-led enterprise relationships, customer success, pilot-to-paid conversion, ROI scorecards.
Saudi enterprise FMCG manufacturers, national distributors, and retail-service agencies. Buyers are country GMs and trade marketing directors.
The Saudi general trade image archive, the AI model, the founder's network, and PDPL-compliant hosting.
Founder outbound, distributor referrals, Vision 2030 programmes, and trade events.
Cloud and compute, ML engineering, field-operations, sales and customer success, compliance and legal.
Monthly SaaS subscription from SAR 36,000 a year, enterprise-hybrid uplift, onboarding fees, and future data licensing.
Saudi FMCGs cannot see general trade shelves. Audits weekly when exceptions need 48 hours. Trade spend leaks unverified.
AI image-recognition on hybrid in-house plus crowdsourced photo capture. EXIF and geolocation fraud control. Dashboard exception alerts under 24 hours.
Saudi general trade shelf intelligence. AI-powered, traceable to the photo, priced for mid-market and enterprise.
Saudi-native founder. Compounding general trade data archive. Arabic-first model. PDPL-compliant architecture from day one.
Saudi enterprise FMCG manufacturers, national distributors, retail-service agencies. Buyers: country GM, commercial and trade marketing directors.
Half of pilots convert to paid. 95 percent recognition accuracy. Insight in under 24 hours. We keep 90 percent of revenue each year and grow the base. Payback under 18 months.
Founder-led outreach to FMCG decision-makers. Targeted LinkedIn. Saudi distributor partnerships. Vision 2030 events. Content written to be found by AI search.
Cloud and compute. ML engineering. Field-ops team. Sales and customer success. Compliance and legal.
Monthly subscription anchor SAR 10K. Enterprise-hybrid up to SAR 100K. Onboarding fees, pay-per-audit, future data licensing.
Saudi entity. PDPL governance. Saudisation-compliant HR architecture.
CTO and ML lead hires. 60 percent Saudisation in sales and marketing.
Image-recognition model improvement. MLOps. Dashboard V2. Mobile-app updates.
Saudi-region cloud hosting. Training-data labelling. Field-collector tooling. Partner-network management.
FMCG store-list ingestion. Distributor coordination. SFDA SKU-taxonomy alignment.
Image capture. AI processing. EXIF and geolocation validation. Exception detection.
Dashboard surfacing. Exception alerts. Monthly insight reports. API delivery.
Founder-led outreach. Targeted account outreach. Content for AI search. Industry events.
Customer success. Account expansion. Pilot-to-paid conversion playbook. ROI scorecards.
ShamsVision: AI general trade intelligence from SAR 10,000 a month, scaling to enterprise. Saudi-native, locally hosted, priced below NielsenIQ and Trax.
NielsenIQ and Trax: global enterprise-grade measurement, six-figure annual contracts, Modern-Trade-weighted coverage, no Saudi general trade specialisation.
Distributor self-reports. Manual store audits by internal reps. Excel-based tracking. Cheap and ubiquitous, slow and unverified.
Channelplay-style outsourced merchandiser programmes. Mystery-shopper retainers. Expensive monthly fees, no AI layer, no dashboard, no real-time exception logic.
When I need to know what is happening on my general trade shelves, I want exception data within 48 hours to recover lost availability and defend trade-spend decisions.
When my commercial director questions my distribution numbers, I want defensible verified data so I appear competent and confident, not guessing or hand-waving.
When the corporate board reviews Saudi-market performance, I want to be the operator credited with seeing the general trade channel clearly while peers miss it.
Stock-outs costing 1-3 percent revenue. Trade-spend leakage at outlet level. Distributor accountability gaps. NielsenIQ Modern-Trade panels missing general trade entirely. Weekly manual audits when exceptions need 48 hours.
Recoverable revenue from closed general trade execution gaps. Defensible commercial decisions. Faster product-launch diagnostics. Distributor scorecards saleable to brand partners. Peer credibility as a Saudi-first operator.
Manual store audits. Distributor self-reports. NielsenIQ panels estimated out to general trade. Channelplay outsourced merchandisers. Mystery-shopper programmes. Or just accepting general trade as a blind spot.
SAR 80K to SAR 200K for founder-led enterprise sales over 6 to 9 month cycles. SAR 140K mid-point for planning. Higher in Year 1 with cold outreach, settling by Year 3.
SAR 680,000 per FMCG customer, based on a seven-year average lifetime at SAR 10,000 a month. Mid-point between a software-only SAR 360,000 and an enterprise-hybrid SAR 1.05M.
4.9x at SAR 140K CAC midpoint. 3.4x at high-CAC end, 8.5x at low-CAC end. Target above 5x. Industry healthy threshold 3x.
About 14 months at the SAR 140K mid-point. Under 12 months on paid contracts, around 24 on first-year pilot pricing. Target under 18 months.
Pre-revenue today. Target above 60 percent by Year 2 across subscription and services, heading above 70 percent long-term as services become standard and crowdsourcing scales.
Working assumption: 10 percent of customers lost a year, which supports the seven-year lifetime. We aim to keep 90 percent of revenue and grow the base. Saudi FMCG relationships last, but product fit and board decisions drive churn.
Win Saudi general trade FMCG buyers with the core dashboard. Convert pilots to paid and expand seat and category coverage inside each account.
Launch across Riyadh, Jeddah and Dammam, then second-tier cities, then GCC markets starting with the UAE and Bahrain.
Add Dashboard V2, exception alerts, the recommendation engine, and new categories beyond tuna and chips into cosmetics and pharmacy.
Build the multi-customer data-network play, licensing the same general trade dataset across several brands.
| Criterion | Assessment |
|---|---|
| Valuable | AI that reads Saudi-specific products at an accuracy the buyer can act on. A hybrid in-house and crowdsourced collection layer. A Saudi founder trusted by regulators and family offices. Local, PDPL-compliant hosting. Each one solves a problem the FMCG buyer can measure. |
| Rare | The combination is rare. NielsenIQ has the global AI. Trax has the recognition engine. Channelplay has Gulf field labour. None pairs these with a Saudi founder and local-first hosting aimed only at general trade. |
| Inimitable | Weak today. AI imitable in 12 months by Trax. Geolocation and EXIF imitable in 6 months. Hybrid data-collection model harder, requires Saudi distributor relationships. Proprietary general trade data archive becomes inimitable as it compounds over 18-24 months. |
| Organized | Partial. MVP built and organised to deliver. Team not yet hired, not organised to capture at scale. CTO and ML lead hires critical within 90 days post-raise. Saudisation-aligned hiring plus PDPL operating model required by Q3 2026. |
A PDPL compliance flaw that blocks the first enterprise contract. A sovereign or distributor building the same thing in-house. Watch both through outside counsel and quarterly competitive checks.
FMCG procurement cycle longer than six months. Solo-founder execution gap without CTO. Mitigate through three staggered pilots, executive sponsors, and CTO hire within 90 days post-raise.
Saudisation quota rising above 60 percent. Regional political shocks beyond the 2024 baseline. Riyal-dollar swings within the Vision 2030 range. Accept these and spend no management time on them.
Services creep eating gross margin in the hybrid model. Slow traction from AI-search content early on. SDAIA guidance updates needing extra compliance work. Manage these in monthly reviews.