Enterprise Compute Initiative & Google AI Cloud Takeoff: Singapore’s Strategic Push for Enterprise AI Transformation with Tatvic

Introduction: Singapore Accelerates AI-First Enterprise Adoption

Artificial Intelligence is not a future ambition, it’s today’s competitive necessity. Backed by government investment and strategic industry partnerships, Singapore is setting a new benchmark in enterprise AI enablement. Through the Enterprise Compute Initiative (ECI) and its flagship program, AI Cloud Takeoff (AI CTO), the country is empowering businesses to build robust AI foundations. Tatvic, onboarded as a certified Consultant Partner and System Integrator, is at the forefront of this national movement—helping enterprises transition from AI curiosity to scalable execution.

TL;DR: Enterprise Compute Initiative & AI Cloud Takeoff

• ECI: S$150M national program (Budget 2025) to fast-track AI and cloud adoption in enterprises.
• AI Cloud Takeoff (AI CTO): Launched June 2025 with Google Cloud, onboarding 300 firms in 12 months through a 6-month AI journey (CoE setup, MVPs, scalable deployment).
• Support: Up to S$555K value via cloud credits, consulting, and training.
• Tatvic’s Role: Certified Google Cloud Consultant & SI, driving Agentic AI, marketing automation, MLOps with its 4A Framework (Assess, Architect, Act, Amplify).
• Pilot Results: AI-driven logistics (YCH), customer engagement (Embed), and inspection automation (Seaco).
• Who Can Apply: Singapore-registered firms with tech teams, viable AI use cases, and a 6-month commitment.

What Is the Enterprise Compute Initiative (ECI)?

The Enterprise Compute Initiative, launched in Singapore’s Budget 2025, is a S$150 million national strategy to accelerate enterprise adoption of advanced cloud and AI technologies. Led by Digital Industry Singapore (DISG), a joint office of EDB, Enterprise Singapore, and IMDA—the initiative supports companies with financial grants, training, and expert implementation partners. Its objective is to build AI maturity, enhance compute capabilities, and establish Singapore as a regional leader in applied artificial intelligence.

What Is AI Cloud Takeoff (AI CTO)?

AI Cloud Takeoff is the first national implementation program under ECI. Officially launched in June 2025, following a successful pilot with 30 early adopters, it aims to onboard 300 digitally mature companies within a year. The program is jointly executed by DISG and Google Cloud, offering enterprises a structured 6-month journey to:

• Establish an internal AI Center of Excellence (AI CoE)
  
• Develop production-ready MVPs for real use cases
  
• Deploy scalable, secure AI systems across business functions

AI CTO is tailored for emerging technologies, including Agentic AI, Generative AI, and predictive intelligence, helping companies build autonomous and adaptive digital capabilities.

Why ECI/AI Cloud Takeoff Is Crucial in 2025

With AI evolving rapidly, many enterprises struggle to bridge the gap between experimentation and meaningful implementation. Agentic AI—autonomous systems that observe, learn, and act without constant human input is no longer just theoretical. It’s already redefining customer engagement, supply chains, and marketing automation.

The AI CTO initiative directly addresses these enterprise pain points:

• Limited internal AI skills
  
• Unstructured pilot projects with no pathway to scale
  
• Absence of in-house AI governance frameworks
  
• Low return on early AI investments

By combining public-private collaboration, funding, and expert delivery partners like Tatvic, AI CTO offers a fast-track path to measurable AI outcomes.

Tatvic’s Role as a Certified Consultant Partner and SI

As a Google Cloud Certified Consultant Partner and System Integrator for the AI Cloud Takeoff (AI CTO) program under Singapore’s Enterprise Compute Initiative (ECI), Tatvic plays a critical role in turning enterprise AI ambitions into measurable outcomes. While Google Cloud and DISG provide funding, credits, and training, Tatvic is the delivery partner that ensures your AI strategy moves from roadmap to real-world execution.

What Tatvic Will Do for You

1. AI Readiness & Strategy Alignment

• Assess current infrastructure, data maturity, and business priorities.

• Identify high-impact AI use cases aligned with your industry and KPIs.

• Design an AI Center of Excellence (AI CoE) strategy tailored for scalable adoption.

2. Technical Blueprint & Architecture

• Architect AI workloads using Google Cloud services (Vertex AI, BigQuery, Looker, MLOps).

• Ensure robust, secure, and scalable cloud migration pathways.

• Define governance models and compliance-ready AI workflows.

3. Proof of Concept (POC) & MVP Development

• Rapidly prototype and validate AI use cases with measurable impact.

• Co-develop MVPs in areas such as Agentic AI, Generative AI, and predictive intelligence.

• Ensure solutions are production-ready with integrated data orchestration.

4. AI Productization & Scaling

• Deploy MVPs into live business environments for enterprise-wide adoption.

• Enable continuous monitoring, optimization, and governance of AI systems.

👉 Register Today To Accelerate Your AI Transformation

Tatvic’s 4A Framework for AI CoE Execution

Our proprietary 4A Framework simplifies the complexity of enterprise AI transformation:

• Assess: Evaluate current AI maturity and business priorities
• Architect: Define scalable architecture and Agentic AI workflows
• Act: Build MVPs with integrated governance and KPIs
• Amplify: Upskill internal teams, embed playbooks, and prepare for scaling

Each phase ensures alignment with both immediate use cases and long-term AI adoption goals.

Core Elements of the Program

Each participating enterprise receives a tailored transformation pathway that includes:

• A two-week immersive AI Bootcamp delivered by Google Cloud and Tatvic
• Step-by-step blueprinting to design your AI Center of Excellence
• Hands-on consulting and MVP co-development support
• Access to Google Cloud credits, training licenses, and tools
• Up to S$555,000 in total value through cloud credits and subsidized services

This comprehensive support allows enterprises to design, prototype, and scale AI use cases in under six months.

Real-World Use Cases Enabled by AI CTO

The pilot phase demonstrated tangible results across industries:

• Seaco: Container inspection using image-recognition AI agents integrated with SAP systems
• Embed: Generative AI agents enhancing customer interaction in entertainment centers
• YCH Group: Logistics agents analyzing cargo documents and X-ray imagery for security compliance
  

What Kind of Support Is Available?

This funding framework is designed to remove the common barriers enterprises face when scaling AI—from high upfront cloud costs to lack of skilled expertise. By blending cloud credits, subsidized consulting, and access to advanced training, the program ensures companies can not only experiment but also sustain AI adoption long term.

Key highlights of this support include:

• De-risking AI adoption: With a significant portion of costs covered, enterprises can test ambitious AI use cases without heavy initial investment.

• Building in-house capabilities: Training licenses and bootcamps empower internal teams to manage and scale AI systems post-engagement.

• Accelerating time-to-value: Subsidized professional services from partners like Tatvic streamline CoE setup, MVP builds, and governance design, ensuring projects deliver measurable outcomes within months—not years.

This structured support package positions Singapore enterprises to transition from AI exploration to full-scale transformation while maintaining governance, security, and ROI alignment.

Tatvic provides end-to-end support including proposal documentation, funding compliance, and AI readiness assessments.

Who Can Apply and How to Get Started

The AI Cloud Takeoff (AI CTO) program is designed for Singapore-based enterprises that are ready to move beyond experimentation and drive measurable AI transformation.

To be eligible, companies must:

• Be registered in Singapore

• Have a minimum of 3 technical staff capable of supporting AI workloads

• Build or migrate AI workloads on Google Cloud

• Present a clear, viable AI use case aligned with business goals

• Commit to a six-month journey to establish an AI Center of Excellence (AI CoE)

• Aim to leverage AI for process optimization, product innovation, research, or ecosystem collaboration

Tatvic helps enterprises through every step of the journey, from eligibility assessment and proposal documentation to onboarding, project scopingand ROI-driven execution.

Final Thoughts: Lead the AI Shift with Tatvic

The Enterprise Compute Initiative (ECI) and its flagship program, Google AI Cloud Takeoff (AI CTO), represent one of Singapore’s most ambitious national efforts to accelerate enterprise AI adoption. With up to S$500K–S$555K in combined support through cloud credits, professional services, and advanced training, this program removes traditional barriers to AI transformation helping businesses go from AI pilots to enterprise-wide impact in just six months.

For companies seeking to stay competitive in 2025 and beyond, the opportunity is clear:

• Build an AI Center of Excellence (AI CoE) with expert guidance.

• Harness Agentic AI, Generative AI, and predictive intelligence to automate decisions and reimagine operations.

• Access world-class infrastructure and best practices through Google Cloud, backed by Tatvic’s proven 4A Framework (Assess, Architect, Act, Amplify) for scaling AI adoption.

As a certified Consultant Partner and System Integrator, Tatvic bridges the gap between AI strategy and execution. From roadmap design to MVP delivery and CoE enablement, we ensure your enterprise doesn’t just adopt AI but embeds it as a core driver of growth, efficiency, and innovation.

👉 Ready to begin your AI Cloud Takeoff journey?

• Connect with our AI Expert to explore your transformation roadmap.

• Register here to secure your spot in the program.