# i12ai > i12ai is an AI transformation consultancy based in Singapore. We help enterprises and growth companies implement practical AI that delivers measurable ROI: AI strategy, AI implementation, AI training, and AI visibility services covering SEO, GEO (Generative Engine Optimisation) and AEO (Answer Engine Optimisation). Registered office: 7 Temasek Boulevard, #12-07 Suntec Tower One, Singapore 038987. Contact: readyforai@i12ai.com | LinkedIn: https://www.linkedin.com/company/i12ai i12ai works with Singapore and regional SMEs and enterprises across hospitality, retail, travel, education, healthcare, F&B and professional services. The firm's method runs in four phases: Discover, Design, Deploy, Optimise. Recognition includes FastCompany's World's 50 Most Innovative Companies, the Singapore Tourism Awards Best Business Innovation award, and SOC 2 certification. ## Services - [AI Strategy Consulting](https://i12ai.com/services/ai-strategy/): AI readiness assessment, use case prioritisation, ROI modelling and business cases, technology stack advisory. - [AI Implementation](https://i12ai.com/services/ai-implementation/): Custom AI agent development, workflow automation, system integration, data pipeline setup. Proof of concept to production. - [AI Training](https://i12ai.com/services/ai-training/): Executive AI literacy, hands-on prompt engineering, team workflow optimisation, AI governance frameworks. - [SEO Audit](https://i12ai.com/services/seo-audit/): Technical and on-page SEO audit with GEO and AEO readiness scoring and a prioritised action plan. - [GEO — Generative Engine Optimisation](https://i12ai.com/services/geo/): Schema markup, llms.txt deployment, entity building and citable content so AI engines (ChatGPT, Gemini, Perplexity, Claude) cite and recommend the business. - [AEO — Answer Engine Optimisation](https://i12ai.com/services/aeo/): Answer capsules, FAQ schema and question-format content that win Google AI Overviews, featured snippets and People Also Ask positions. ## Industries - [Hospitality & Travel](https://i12ai.com/industries/hospitality-and-travel/): Guest service AI agents, booking automation, supplier invoice processing and operations intelligence for hotels, attractions and travel operators. - [F&B](https://i12ai.com/industries/f-and-b/): Supplier invoice processing, purchase order automation, reservations and demand insight for restaurant groups and food businesses. - [Retail](https://i12ai.com/industries/retail/): Customer service AI, product content generation, document automation and operations intelligence for retailers. - [Healthcare](https://i12ai.com/industries/healthcare/): AI-powered booking systems, patient communication and administrative document automation for clinics and private practices. - [Education](https://i12ai.com/industries/education/): Enquiry and admissions automation, enrolment document processing and staff AI literacy for schools and training providers. - [Professional Services](https://i12ai.com/industries/professional-services/): Client document processing, research and drafting acceleration, and client-service AI for firms that sell expertise. ## Case studies - [Invoice Master — Kenny Hills Hospitality Group](https://i12ai.com/case-studies/invoice-master-kenny-hills/): Custom AI invoice-processing tool built in 3 days from problem statement, replacing a 6-person team's 1-2 week manual sorting cycle across thousands of fragmented supplier invoices. - [Reconnect — AI booking system](https://i12ai.com/case-studies/reconnect-ai-booking/): AI-powered booking system for a Singapore therapy private practice, delivered with issues resolved in hours; described by the owner as transformative. ## Solutions - Intelligent customer service: AI agents handling enquiries 24/7 with multilingual support and human escalation. - Document processing automation: classification, extraction and validation of invoices, contracts and forms. - Sales and marketing automation: lead qualification, personalised outreach, content generation. - Operations intelligence: natural language queries against business data, automated reporting, dashboards. ## Leadership - Clement Wong, Managing Director: 20+ years of experience, two-time founder, has scaled over $100M in revenue across B2C and B2B digital platforms. Expert in rapid test-and-learn, go-to-market execution and executive stakeholder alignment. - Dawid Makowski, Chief Technology Officer: 25+ years of engineering, 20 years leading technology teams, CTO at multiple enterprises including Changi Airport Group. Specialist in high-impact software products, digital transformation and engineering leadership. ## Key pages - [Homepage](https://i12ai.com/): Services, method, solutions, case studies and contact. - [About](https://i12ai.com/about/): Leadership team, track record and recognition. - [How We Work](https://i12ai.com/how-we-work/): The four-phase Discover, Design, Deploy, Optimise method, typical timelines per service, and how pricing works. - [Services overview](https://i12ai.com/services/): All six service lines. - [Industries overview](https://i12ai.com/industries/): All six industry practice pages. - [Case studies](https://i12ai.com/case-studies/): Real client projects with named clients and outcomes. - [AI Readiness Assessment](https://i12ai.com/assessment/): Free self-serve tool scoring AI readiness across strategy, data, team and technology. - [AI API Catalog](https://api.i12ai.com/): Catalogue of AI APIs maintained by i12ai. - [Insights](https://i12ai.com/blog/): Articles on AI transformation, GEO, AEO and structured data. ## Articles - [What is an AI agent?](https://i12ai.com/blog/what-is-an-ai-agent/): Plain-language definition, how agents differ from chatbots and automation, and what safe production deployment requires. - [How much does AI transformation cost in Singapore?](https://i12ai.com/blog/how-much-does-ai-transformation-cost-singapore/): Cost drivers, how strategy/implementation/training engagements are priced, and why an ROI model should precede any build. - [GEO vs SEO vs AEO](https://i12ai.com/blog/geo-vs-seo-vs-aeo/): What each discipline optimises for, how they overlap, and how to decide where to invest first. - [How to choose an AI consultancy](https://i12ai.com/blog/how-to-choose-an-ai-consultancy/): A buyer's checklist — named references, engagement ladders, ROI before build, delivery speed, handover and security posture. - [AI use cases by industry](https://i12ai.com/blog/ai-use-cases-by-industry/): The highest-ROI AI use cases in hospitality, F&B, retail, healthcare, education and professional services. - [What is GEO (Generative Engine Optimisation)?](https://i12ai.com/blog/what-is-geo-generative-engine-optimisation/): Definition, how AI engines choose citations, GEO vs SEO, and what a GEO programme involves. - [What is AEO (Answer Engine Optimisation)?](https://i12ai.com/blog/what-is-aeo-answer-engine-optimisation/): Definition, answer surfaces, extractable content formats and measurement. - [What is llms.txt?](https://i12ai.com/blog/what-is-llms-txt/): What the file does, what goes in it, deployment mistakes and how to deploy it. - [The AI readiness checklist](https://i12ai.com/blog/ai-readiness-checklist/): Five-area checklist covering use cases, data, process, people and governance. - [Common schema gaps on Singapore business websites](https://i12ai.com/blog/common-schema-gaps-singapore-websites/): First-party audit findings on structured data and technical visibility gaps.