Our Methodology

Senior Operators + AI Infrastructure = Enterprise-Grade Results

We're not AI influencers selling untested tools. We're marketing operators with decades at Expedia, Tencent, and Klook — who ramped up on the best AI platforms and now deploy systems that actually work.

Singapore-Based AI Marketing Studio

What is Agentic AI Marketing?

Agentic AI marketing is an advanced approach where interconnected AI agents autonomously execute complex marketing tasks—from research and content creation to distribution and analysis—under human strategic guidance. Unlike traditional AI tools that require manual prompting for each task, agentic workflows operate as coordinated systems that can plan, execute, and adapt marketing strategies at scale.

The Novastacks Engine: Operators + Infrastructure

We believe the future of marketing isn't about choosing between human strategists and AI tools — it's about senior operators wielding the best AI infrastructure. That's what we do.

"

We're not an agency that bolted 'AI' onto our pitch deck. We're senior marketing operators who learned the best AI platforms deeply — and now deploy enterprise-grade solutions that move metrics.

This creates a virtuous cycle: operator expertise makes our AI systems smarter, and AI-powered execution gives our operators the data and scale to make better, faster decisions.

The Two Key Components

1

World-Class Human Expertise

The "Why" Behind Every Strategy

Every engagement is led by a seasoned marketer who has been in your shoes. Our experts are responsible for the high-level strategy that AI cannot replicate:

  • Understanding Your Business: We dive deep into your goals, competitive landscape, and ideal customer profile.
  • Setting Strategic Direction: We define your core messaging, identify high-value opportunities, and set strategic guardrails for our AI agents.
  • Ensuring Quality & Impact: Our experts review and refine all AI-generated outputs to ensure they meet our standards for quality, brand alignment, and business impact.
2

AI Infrastructure

The "How" of AI-Powered Execution

Once strategy is set, our custom-built agentic workflows handle execution. These aren't off-the-shelf AI tools — they're interconnected systems running on the platforms that are actually reshaping how work gets done:

Claude Code
Agentic development
Perplexity
AI-powered research
Gemini
Multimodal intelligence
Manus
Agentic workflows
  • Market Research: Automated competitor analysis, trend detection, and opportunity identification.
  • Content Creation: Brand-aligned content at scale across formats and channels.
  • Distribution: Multi-channel publishing and optimization.
  • Performance Analysis: Real-time monitoring and data-driven recommendations.

Not because it's trendy. Because it lets us deliver at enterprise speed with boutique attention.

How We Work

We don't just plan or advise — we design, build, and operate. You get results, not deliverables.

1

Discover

Audit your current state + opportunity gaps

2

Design

Architect custom agentic workflows for your goals

3

Build

Implement tech stack, agents, integrations

4

Operate

Run, optimize, report on business results

Not a retainer that runs on autopilot. A partnership that moves metrics.

Book a Strategy Call

The Novastacks Difference

See how our Human-AI Augmentation model compares to traditional approaches:

Factor Traditional Agency DIY AI Tools Novastacks
Who's doing it Junior staff with playbooks. You, manually prompting. Senior operators with AI infrastructure.
Strategy Manual, slow, based on old playbooks. None. Relies on user input for every task. Operator-led, dynamic, and context-aware.
Execution Manual content creation; slow turnaround. Generic, often low-quality AI output. Enterprise-speed via agentic workflows.
Tools Basic SaaS stack. ChatGPT, maybe. Claude Code, Gemini, Perplexity, Manus.
Precision Broad targeting; hit-or-miss. Lacks strategic focus. Hyper-focused on high-value opportunities.
Scale Limited by headcount; expensive to scale. Degrades with volume. Scales without sacrificing quality or strategy.
Adaptability Rigid SOWs; slow to react. Static tools that don't learn or adapt. Agile and responsive; workflows constantly refined.
Business Focus Focused on deliverables (e.g., # of articles). Focused on tasks (e.g., generate a paragraph). Focused on outcomes (revenue growth, CAC reduction).

Frequently Asked Questions

What is an AI marketing studio?

An AI marketing studio is a marketing agency or consultancy that leverages artificial intelligence technologies—particularly agentic AI workflows—to execute marketing strategies at scale. Unlike traditional agencies that rely primarily on human labor, AI marketing studios like Novastacks combine expert human strategy with AI-powered execution to deliver faster results at a fraction of the cost.

How does AI marketing implementation work?

AI marketing implementation involves integrating agentic AI workflows into your marketing operations. At Novastacks, this starts with strategic discovery to understand your goals, followed by custom workflow design, AI-powered execution across your marketing channels, and continuous optimization. The entire process is overseen by experienced marketing strategists.

What is an agentic workflow in marketing?

An agentic workflow is a system of interconnected AI agents that collaborate to perform complex marketing tasks autonomously. Unlike single-purpose AI tools, agentic workflows can plan, execute, and adapt strategies across multiple steps—from research and content creation to distribution and analysis—with minimal human intervention for routine tasks.

How is Novastacks different from using ChatGPT or hiring an AI agency?

Most "AI agencies" bolted AI onto their existing pitch deck. We're different — we're senior marketing operators who learned the actual AI infrastructure deeply (Claude Code, Gemini, Perplexity, Manus) and now deploy enterprise-grade solutions. While ChatGPT requires manual prompting for each task, we run coordinated agentic workflows that execute complete marketing strategies end-to-end. And while typical AI agencies have junior staff using basic tools, we have operators with decades at Expedia, Tencent, and Klook running sophisticated systems.

What types of businesses benefit from AI marketing?

AI marketing implementation is particularly valuable for growth-stage companies, B2B SaaS, e-commerce brands, and businesses looking to scale their marketing without proportionally scaling their team. Companies with limited marketing resources but ambitious growth targets see the greatest impact.

Is Novastacks based in Singapore?

Yes, Novastacks is a Singapore-based AI marketing studio. We work with clients across Southeast Asia and globally, providing AI-powered marketing services including Answer Engine Optimization (AEO), content strategy, and fractional CMO services. Our local presence allows us to understand the unique dynamics of the APAC market.

Ready to Work with Operators, Not Influencers?

Let's discuss how senior operators + AI infrastructure can move your metrics.