AI NATIVE CONSULTANCY

REGULATORY AWARE  ·  FOCUS ON BUSINESS GROWTH

READ THE BUSINESS. AUTOMATE WORKFLOW. DELIVER OUTCOMES.

AI-native marketing and business consultancy, founded in 2023 in Singapore. 8 senior practitioners based in Singapore and India serve clients across 5 priority markets: Singapore, Malaysia, Australia, the United States, and Canada. We bring 18+ years of operator experience spanning pre- and post-AI engagement models. Insurance, banking, and fintech are the anchor sectors. We read the business, wire the system, and run the channels.

▸ What we do

The work, end to end.

01 · Read

Read the business.

Diagnose honestly. Map what is working, what is broken, what is invisible. Strategy starts with seeing clearly, not with a slide deck.

  • Performance Diagnostics
  • Decision Architecture
  • Visibility Strategy

02 · Wire

Wire the system.

Build the AI-native management approach around the diagnosis. Decisions, data, workflows, guardrails. Compounding systems, not one-off campaigns.

  • AI Operating Model
  • AI Adoption Roadmap
  • Business Automation

03 · Spark

Spark the work.

Execute the channels with the system behind it. Search and social, paid and organic, measured against incremental lift, not vanity attribution.

  • Performance Marketing
  • Channel Operations
  • Measurement

▸ Engagements

Seven engagements that move a business.

Each one carries a different lever on growth. The work usually starts at one and pulls in the rest.

  1. 01Performance marketing.

    Bid automation, creative generation, audience modelling, attribution. Google, Meta, TikTok, LinkedIn, Microsoft. The channel work that turns brand into pipeline, measured weekly.

  2. 02Search advertising.

    Google Search and Microsoft Bing. Query intent, match types, server-side tagging, Consent Mode v2. The paid-search craft, run on first-party signal.

  3. 03Paid social.

    Meta, TikTok, LinkedIn, Reddit. Creative, community, brand-safety overlays. The paid-social craft, run as a discipline above the platform layer.

  4. 04AI visibility.

    Win the AI citation layer. Perplexity, ChatGPT, Gemini, Claude, Google AI Overviews, and the SERP they are replacing.

  5. 05AI strategy.

    Where AI sits in the business, what it owns, what the human loop looks like. Ninety-day, twelve-month, and three-year horizons.

  6. 06Analytics and insights.

    First-party measurement architecture. Server-side tagging, attribution modelling, incrementality testing. The numbers behind every weekly decision.

  7. 07Content and influencer.

    Deep writing and creator partnerships, structured for AI citation as much as SERP. Editorial discipline carried into creator briefs.

▸ Principles

Seven principles.

  1. 01

    Read the business.

    Understand it as it actually is. The buyers, the channels, the math, the politics. Before any recommendation. Before any deck. The work begins with knowing the ground we are standing on.

    Real first, recommended later.

  2. 02

    Strategy before execution.

    Most growth problems are choice problems dressed up as execution problems. Wrong audience plus perfect creative still loses, and no dashboard saves a misframed bet. We name the bet first. Then we execute it like operations matter, because they do.

    Think before you ship.

  3. 03

    Frameworks before fireworks.

    Decisions, data, workflows, guardrails. The management approach that holds the channels together. Compounding systems, not one-off campaigns. We build the structure first so today's work compounds. Single-shot brilliance ages out in a quarter.

    Build to compound. Run to win.

  4. 04

    AI augments. Humans decide.

    Every output traces to a named model. Our proprietary quant for the math. Gemini and Claude for the words. A council of LLMs reviews outputs for bias. No black boxes. Humans hold the wheel.

    Named models. Named decisions.

  5. 05

    Radical clarity in every deliverable.

    Every chart traces to a calculation. Every recommendation traces to a number. Every number is causal, not correlational, in line with the Princeton Generative Engine Optimisation (GEO) framework on measurable AI-engine citation. We measure lift, not last-click theatre. If you cannot read the work end to end, we have not finished writing it.

    Lift, not last click. Clarity, not theatre.

  6. 06

    Compliance first, creativity always.

    Regulated markets, regulated brands, regulated channels. We brief on the guardrails before anything ships live: MAS and IMDA in Singapore, ACMA and ASIC in Australia, CRTC and OPC in Canada, the FTC in the United States, and the PDP Commissioner in Malaysia. Compliance is not the constraint that kills the work. It is the constraint that makes good work survive contact with the lawyer.

    Aware, not lawyering.

  7. 07

    Opinions, not just options.

    We tell you what we'd do. Three options with no recommendation is a deck, not a decision. We take the stance, we defend it on the call, and we stand by it when the numbers come in.

    Take a stance. Defend it.

What does the work actually look like?

Travel Guard Singapore is the anchor live account. We manage their paid media across search and social channels, running since early 2026. When our marketing intelligence platform (currently in build) ships, Travel Guard is the first deployment. Other engagements stay private until case studies are signed off.

Why this work, why now.

The consulting deck and the campaign dashboard used to be two different jobs. AI collapsed them. We run the channels, advise on the management approach, and build the tools that hold both together. That is the shape the work demands now.

18+ years of operator experience across nine sectors before AI, AI-native engagement design after. Singapore-based, India-supported, serving five priority markets.

Tell us the metric you want to move.

Talk to us

20-minute call, no deck, no templates, just honest thinking about your actual challenge.