Services

Three practices, one kitchen.

Each engagement is shaped around a specific decision. We can join for a focused review or stay with you from planning to execution.

AI ADOPTION

AI Strategy & Adoption

Find where AI actually pays off, then roll it out in steps your team can absorb.

Executive session on AI strategy

What we do

  • AI readiness diagnosticMap your workflows and data to see where AI adds value and where it does not.
  • Adoption roadmapA phased plan with priorities, tools, costs and success measures.
  • Automation pilotsSmall, reversible pilots that prove value before wider rollout.

Good fit if you

  • Feel pressure to "do something with AI" but lack a clear plan
  • Want results without disrupting daily operations
REAL ESTATE

Development & Investment Advisory

An independent second opinion on development and investment opportunities, from first look to exit.

Real estate investment review meeting

What we do

  • Feasibility and site analysisLocation, demand, cost structure and downside scenarios.
  • Investment structuring reviewOwnership structure, financing costs and cash flow resilience.
  • Value-add and exit planningRemodeling, leasing strategy and timing the exit.

Good fit if you

  • Are evaluating a residential or small commercial project
  • Want to stress-test numbers before committing capital
RESEARCH

AI for Decision-Making

Research and education on using AI to frame decisions and test scenarios under uncertainty.

What we do

  • Executive workshopsHands-on sessions for leaders on practical AI use in decision-making.
  • AI-assisted analysis frameworksRepeatable processes for market and risk analysis with AI tools.
  • Custom research briefsFocused research on a question that matters to your business.

Good fit if you

  • Lead a team that makes high-stakes decisions
  • Want your people to use AI with judgment, not just speed
How we engage

From first call to delivery

Every engagement follows the same four stages, so you always know where we are.

Intro call

A 30-minute conversation about the decision you face. No cost, no obligation.

Proposal

A written scope with deliverables, timeline and fee, usually within a week.

Engagement

Regular check-ins and working sessions. You see the analysis as it develops.

Handover

A final recommendation, the underlying model and a follow-up session.

FAQ

Common questions

What size of organization do you work with?

Mostly small and mid-sized companies, family businesses and individual investors who need senior-level thinking without a large consulting team.

How are fees structured?

Most work is scoped as a fixed-fee project. Workshops and research briefs are priced per session or per brief. We agree on the fee in writing before any work begins.

Do you sell software or take referral fees?

No. We are independent. We do not resell AI tools or receive commissions from developers, brokers or lenders, so our advice is not tied to a product.

How do you handle confidential information?

We sign a non-disclosure agreement on request before the first working session, and we never name clients without their written consent.

Do you provide legal or tax advice?

No. Where a decision depends on legal or tax judgment, we prepare the issues clearly and work alongside your lawyer or tax accountant.

Do you work in English and Korean?

Yes. Engagements can be run in either language.

Get in touch

Bring us your decision

Tell us briefly what you are trying to figure out. We will reply within two business days.