# SGAI Studio

> Long-form companion: https://www.sgai.sg/llms-full.txt

> A Singapore AI studio that powers up SMEs with AI, intelligence, and infrastructure beyond their reach — bespoke AI builds, deep Deep-Context sector intelligence reports, and the systems to run on. Founded 2026 by Jay Qin (Carnegie Mellon, ex-Wall Street). It is an AI studio, not a grant office — but where a project qualifies for Singapore government funding (PSG, EDG, ECI, AI Singapore 100E, Startup SG Tech and more), SGAI helps unlock that too.

SGAI Studio Pte Ltd is based in Singapore. It is a private AI studio, not a government agency. What it does:

1. **Bespoke AI Solutions** — custom-built AI for invisible business work: registration workflows, document processing, internal tools, customer triage. Real productivity, not novelty.
2. **Deep-Context Intelligence** — in-depth, uniquely-Singapore sector intelligence reports for SME founders and operators (the "App-as-Research" line: market, players, real economics, licensing, and where a new business wins), each an interactive page with its own calculator.
3. **Grant Advisory (the enabler, not the identity)** — where a project qualifies on its own merits, SGAI helps with eligibility and applications across Singapore's AI grant programmes. A lever it pulls, not who it is. Funding up to S$700,000 per project depending on programme stack.

Singapore's national AI thesis (PM Lawrence Wong, 2025): "We are unlikely as two small, open economies to be able to build the largest foundation models, but we can be leaders in AI deployment, in use cases." SGAI Studio is built around exactly that — applied AI for real Singapore SMEs, not foundation-model races.

## Key facts

- Founded: 2026 in Singapore
- Founder: Jay Qin (legal name: Jinghuang Qin / Qin Jinghuang / 秦经煌) — Carnegie Mellon University (Business & Finance), 50+ AI projects shipped
- Coverage: English, 中文, Bahasa Melayu, தமிழ்
- Singapore Budget 2026 commits S$37B to AI through RIE2030
- Singapore target: 10,000 enterprises adopting AI by 2029
- Per-project grant funding: up to S$700,000 depending on programme stack

## Singapore AI grant programmes covered

- **PSG (Productivity Solutions Grant)** — up to S$30K/year, 50% co-funding for pre-approved AI tools
- **EDG (Enterprise Development Grant)** — up to S$700K, 50% co-funding (70% for SMEs) for custom AI projects
- **ECI (Enterprise Compute Initiative)** — up to S$250K, 70% subsidy on AI cloud costs across Google Cloud, Microsoft Azure, AWS
- **AI Singapore 100 Experiments (100E)** — up to S$250K, 70% co-funding for AI proof-of-concept
- **AI Trailblazers** — IMDA programme for GenAI sector adoption
- **GenAI Sandbox** — IMDA, up to S$200K for GenAI experimentation
- **AIDA (Artificial Intelligence Development Award)** — up to S$500K, R&D-focused
- **Startup SG Tech** — up to S$500K for early-stage tech startups
- **EIS (Enterprise Innovation Scheme)** — tax deductions on innovation activity

## Sitemap

- [Homepage](https://www.sgai.sg/en) — Singapore AI studio overview, two pillars, PM Wong quote
- [About — Jay Qin's story](https://www.sgai.sg/en/about) — Founder bio, 5-chapter story, manifesto
- [Services](https://www.sgai.sg/en/services) — Bespoke AI builds, grant advisory, implementation, grant stacking
- [Grants directory](https://www.sgai.sg/en/grants) — All Singapore AI grant programmes
- [Free eligibility assessment](https://www.sgai.sg/en/assessment) — 2-minute questionnaire matching businesses to grants
- [Funding calculator](https://www.sgai.sg/en/calculator) — Estimate available funding by company profile
- [FAQ](https://www.sgai.sg/en/faq) — Top questions about Singapore AI grants and the studio
- [Studio journal](https://www.sgai.sg/en/blog) — Field notes on Singapore AI grants and applied use cases
- [Contact](https://www.sgai.sg/en/contact) — Reach the studio

## Editorial / journal posts

- [Budget 2026 AI Summary](https://www.sgai.sg/en/blog/budget-2026-ai-summary) — Why Singapore has no choice but to get this right
- [Singapore AI Grants 2026 Complete Guide](https://www.sgai.sg/en/blog/complete-guide-singapore-ai-grants-2026) — Every programme, honestly explained
- [PSG vs EDG](https://www.sgai.sg/en/blog/psg-vs-edg-which-grant-right-for-you) — Which grant is right for your business
- [ECI Explained](https://www.sgai.sg/en/blog/enterprise-compute-initiative-explained) — Government subsidises 70% of AI cloud costs
- [4 AI Missions for Singapore](https://www.sgai.sg/en/blog/4-ai-missions-singapore-2026) — Manufacturing, healthcare, ports, financial — and how to get funded
- [AI for F&B businesses](https://www.sgai.sg/en/blog/ai-for-fnb-singapore) — Demand forecasting, smart inventory, ordering bots
- [AI for clinics](https://www.sgai.sg/en/blog/ai-for-clinics-singapore) — Booking bots, no-show prediction, clinical documentation
- [AI for service businesses](https://www.sgai.sg/en/blog/ai-for-service-businesses-singapore) — Salons, tuition, retail, fitness, pet care

## Intelligence — Deep-Context sector reports

In-depth, uniquely-Singapore intelligence reports for SME founders and operators — market size, the real players, true unit economics, licensing, and where a new business wins. Each is an interactive "App-as-Research" page with its own calculator, and each is scored on SGAI's signature metric, the MOAT Score.

**The SGAI MOAT Score** — a single number from 0 to 100 (higher = more worth building) that grades a sector's economic quality on the value-investing lens of Benjamin Graham, Warren Buffett and Charlie Munger. Instead of just describing an industry, it judges whether a value investor would want to own the *average* operator in it. The name is a backronym for its four pillars, each scored out of 25: **M**argin (does the average operator actually keep money?), **O**perating moat (pricing power + durable advantage), **A**ppetite (demand durability), and **T**readmill (capital intensity + structural drag like rent, churn and fashion — scored inverted, so less treadmill earns more points). Bands: A 80–100 (worth building), B 65–79, C 50–64, D 35–49, F 0–34 (brutal). It is a transparent judgement on economic quality, not a verdict on an owner-operated livelihood. Current ranking, best-to-build first (21 sectors): **Tuition & enrichment 70 (B)** · Dental clinic / practice 68 (B) · Accounting & bookkeeping firm 65 (B) · GP / family clinic 61 (C) · Childcare & preschool 60 (C) · Aesthetic clinic 54 (C) · Aircon servicing 53 (C) · Cleaning services 49 (D) · Real estate agency 49 (D) · Pilates & boutique fitness 47 (D) · Interior design & renovation 46 (D) · Yoga studio 46 (D) · Creator / social-media agency 45 (D, provisional) · Car workshop 42 (D) · Pet grooming 39 (D) · Bakery & home-based food 36 (D) · Restaurants & casual dining 35 (D) · E-commerce / online store 35 (D) · Bubble tea & dessert 35 (D) · Cafés & specialty coffee 34 (F) · Hair & nail salon 31 (F).

- [Singapore Intelligence Hub — all sectors ranked by MOAT Score](https://www.sgai.sg/en/intelligence) — every Deep-Context report in one sortable league table, ranked best-to-build by the MOAT Score.
- [Opening a Dental Clinic in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-dental-clinic-2026) — MOAT Score 68 (B), the second-highest sector we cover: the rare SME business with a genuine, widening moat — a statutory licence (you legally cannot operate without an SDC-registered dentist and an HCSA Outpatient Dental Service licence) plus sticky patient records, recall and aging-population demand. The real startup cost (~S$200–500k, dominated by fit-out, not the cheap S$360 licence), the HCSA + SDC + NEA licence stack in order, the unit economics behind the 35–45% associate split (Q&M, the SGX-listed leader, runs ~8% net), the SDC advertising rules that make typical SME marketing illegal, and where a new practice wins (eldercare, special-care, sleep dentistry). Includes a chair-utilisation break-even calculator.
- [Opening a GP / Family Clinic in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-gp-family-clinic-2026) — MOAT Score 61 (C): the dental clinic's primary-care sibling — the same statutory HCSA/SMC licence and non-discretionary super-aged demand (private GPs handle ~80% of primary care), but a weakening doctor-supply moat, free-market consult fees crushed by insurer TPAs, and a drug margin collapsing under Healthier SG (the listed GP pure-play Alliance nets ~1.4%). Covers the licensing tracks, the Healthier SG capitation lock-in, and the corporatisation roll-up. Includes a patients-per-day break-even calculator.
- [Starting a Childcare / Preschool in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-childcare-preschool-2026) — MOAT Score 60 (C): a genuine ECDA licence and ~5-year enrolment stickiness, but a statutory fee cap (S$610 AOP / S$650 POP from Jan 2026) muzzles pricing on two-thirds of the market, manpower runs ~67% of revenue, and a record-low TFR (0.87) caps the cohort. Covers ECDA licensing, the fee-cap regime + subsidies, and occupancy-driven economics. Includes an occupancy-vs-fee-cap break-even calculator.
- [Opening an Aesthetic Clinic / Med-Spa in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-aesthetic-clinic-2026) — MOAT Score 54 (C): the dental clinic's higher-gross, lower-moat sibling — the best gross margins in clinical medicine behind a real licence barrier, but a narrow moat (the same generic HCSA medical licence as any GP), 100% discretionary self-pay demand (no Medisave/insurance), and a device-obsolescence treadmill. Covers the SMC 2016 aesthetic-practice rules (List A/B is dead), the advertising prohibitions, and the device-payback maths. Includes a device-payback / obsolescence calculator.
- [Starting an Interior Design / Renovation Firm in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-interior-design-renovation-2026) — MOAT Score 46 (D): structurally guaranteed demand (every BTO + resale flat is renovated) and asset-light economics, but no licence required (MTI-confirmed), ~2,700 firms competing, zero repeat revenue, and trust as the only scarce asset — renovation is a top consumer-complaint category for lost deposits. Covers the HDB RRC + CaseTrust gate, the deposit-float model, and the three customer segments. Includes a reno-margin / cost-overrun calculator.
- [Opening a Restaurant in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-restaurant-2026) — MOAT Score 35 (D): one rung above the café on an alcohol-margin lever and cuisine differentiation, but still a price-taker on a rent-and-labour treadmill — 2 of 3 listed groups lost money in FY2024, prime cost runs ~67%, and 82% of young F&B closures never recorded a profit. Covers the SFA licence, the listed-group mirror, and the prime-cost ratio that decides survival. Includes a covers / prime-cost break-even calculator.
- [Starting an Online Store / E-commerce Business in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-ecommerce-store-2026) — MOAT Score 35 (D): genuinely asset-light so you fail cheaply, but a no-moat commodity sector where the platform and ad networks capture the value — rising marketplace take-rates (Shopee ~2%→~12%), CAC inflation, ~17% returns, and platform-wipeout risk (Qoo10's ~S$900M frozen seller payouts). Debunks the GMV-vs-seller-revenue confusion (estimates span ~20×). Includes a per-order "where the dollar goes" margin calculator.
- [Starting a Bubble Tea / Dessert Shop in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-bubble-tea-2026) — MOAT Score 35 (D): a higher per-cup gross than coffee in a smaller box, but a rented-brand franchise model (Gong Cha went dark across SG in a day, Oct 2025), fad-cycle fragility, and a Nutri-Grade sugar headwind on the same commodity rent trap as the café. Covers franchise-vs-independent, the boom-bust cycle, and the Nutri-Grade advertising rules. Includes a cups/day break-even calculator with a franchise-royalty slider.
- [Opening a Hair / Nail Salon in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-hair-nail-salon-2026) — MOAT Score 31 (F): the value-creating asset — the stylist and their client bond — walks out the door each night; thin margins under world-tier rent, a binding foreign-manpower quota, and beauty is Singapore's #1 consumer-complaint category (S$2.1M in prepaid losses, 2025). Debunks the myth that salons need a "Massage Establishment licence". Includes an employ-vs-rent-the-chair break-even calculator.
- [Starting an Accounting / Bookkeeping Firm in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-accounting-firm-2026) — MOAT Score 65 (B): the rare professional service where the base needs no licence yet demand is legally mandated and recurring — every one of ~630k entities must keep books, file an annual return and file tax every year, with real switching costs once you're the filer of record. Audit is the licensed tier (only ~761 ACRA-approved firms). The catch: commodity bookkeeping is a price war being automated (IRAS InvoiceNow mandate to 2031), so the money is the move up to advisory. Includes a recurring-revenue book-of-clients calculator.
- [Starting an Aircon Servicing / Home Maintenance Business in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-aircon-servicing-2026) — MOAT Score 53 (C): the renovation trade's sibling with a lifeline — same low-barrier, no-licence price war, but rescued by near-essential always-on tropical demand (81.9% of homes have aircon) that recurs, and the quarterly servicing contract as a genuine switching cost. The upsell ladder (servicing → chemical wash → gas → install) is the margin. Includes a servicing-contract recurring-revenue calculator.
- [Starting a Cleaning Services Company in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-cleaning-services-2026) — MOAT Score 49 (D): a real statutory NEA Cleaning Business Licence + genuinely recurring B2B/MCST contracts + non-discretionary demand — but the thinnest margins we cover (the whole ~S$3.6B sector kept ~2.4% in 2024 and lost money in 2022) under a Progressive Wage floor ratcheting ~+9%/yr and a 35% foreign-worker quota. Outcome-based contracting is the opening. Includes a labour-treadmill margin calculator.
- [Starting a Real Estate Agency in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-real-estate-agency-2026) — MOAT Score 49 (D): a genuine statutory CEA/RES licence lifts it above the no-moat trades, but the licence guards the agent (a mobile asset who walks — 100+ of one agency's 157 left in weeks) not the firm; agencies keep single-digit net (~90% is commission pass-through; PropNex 6.3%, APAC 3.0%), and volumes swing violently with cooling measures. Includes an agent commission take-home calculator.
- [Opening a Yoga Studio in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-yoga-studio-2026) — MOAT Score 46 (D): one notch below pilates — an even weaker, more-poachable teacher-led moat and hot-yoga utility drag, offset by broader, less-faddish demand. Loyalty attaches to the teacher (non-competes are unenforceable in SG), ClassPass commoditises 500+ studios, and the teacher-training (YTT) course — not the mat class — is the real profit engine (and it certifies your future competitors). Includes a YTT profit-engine calculator.
- [Starting a Car Workshop / Auto Repair in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-car-workshop-2026) — MOAT Score 42 (D): non-discretionary maintenance + legislated inspection demand, but structurally capped — a frozen 0% vehicle-growth fleet, the 10-year COE cutting off the lucrative old-car cohort, and EVs (45% of new registrations) eroding the ICE service job-mix. No workshop licence; the price-taker undercuts the dealer. The high-margin tier (VICOM inspection, ~25% net) is a closed monopoly. Includes a bay-throughput calculator with an EV-mix slider.
- [Starting a Pet Grooming / Pet Services Business in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-pet-grooming-2026) — MOAT Score 39 (D): the rare animal business Singapore doesn't licence (grooming is unlicensed; boarding/sale/breeding are not) — light capital and the most durable demand of the lower trades (pet humanisation + the HDB curly-breed 4–6 week grooming cadence + the Sept-2024 cat legalisation), but no moat: the groomer and the client book walk out the door. Includes a one-station P&L calculator with a grooming-vs-boarding capital toggle.
- [Starting a Bakery / Home-Based Food Business in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-bakery-2026) — MOAT Score 36 (D): bread is the most durable demand in F&B-retail (a daily staple, plus recession-resilient celebration cakes), and the home-based format needs NO SFA licence — a genuine near-zero-capital on-ramp. But the retail format is the same no-moat rent-and-labour treadmill with an added daily-perishability write-off (SG bakeries dump ~28,000 kg of unsold bread a month). Includes a break-even calculator with a home-vs-retail toggle.
- [Starting a Social-Media / Creator Agency in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-social-media-agency-2026) — MOAT Score 45 (D, provisional): asset-light so margins can be high, but a founder-labour business with weak moats and client churn. What to charge, what you keep after tax (incl. the IRAS free-products rule), the real market numbers (not the fabricated S$300M+ figures), and where the money is. Includes a pricing & take-home calculator.
- [Opening a Pilates / Fitness Studio in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-fitness-pilates-studio-2026) — MOAT Score 47 (D): a real wellness wave, but a discretionary, fashion-exposed spend on a churn-and-landlord treadmill (Singapore closes more studios than any city on earth). Real cost to open (~S$300–600k), the licence chain and the B1 industrial trap, the utilisation maths (classes must run >70% full), and where a new studio wins. Includes a break-even calculator.
- [Opening a Café in Singapore 2026](https://www.sgai.sg/en/intelligence/singapore-cafe-coffee-shop-2026) — MOAT Score 34 (F): a price-taker on a rent-and-wages treadmill with no moat. Real startup cost (~S$100–250k), the licence order that actually matters (URA change-of-use + SCDF before the S$195 SFA licence), the rent-and-wages maths that kills cafés (82% of young F&B closures never turned a profit — MTI, Nov 2025), and where a new café wins. Includes a break-even & survival calculator.
- [Singapore Tuition & Enrichment 2026](https://www.sgai.sg/en/intelligence/singapore-tuition-enrichment-2026) — MOAT Score 70 (B), the highest-scoring sector we cover: sticky exam-driven demand, brand + results give pricing power, and switching costs once a child is mid-syllabus. The S$1.8B market (2023 HES, not the stale S$1.4B), the players, real unit economics, MOE registration, break-even ~95–100 students, and where a new centre wins. Includes a break-even calculator.

## Contact

- Website: https://www.sgai.sg
- Languages: English, 中文 (Mandarin), Bahasa Melayu, தமிழ் (Tamil)
- Founder: Jay Qin
- Singapore-based · responds within 1 business hour during weekdays