AI Consulting · Hong Kong

Three weeks from kickoff to first model in production

CITO is a boutique AI consulting practice for operators who'd rather ship than admire decks. We help Hong Kong businesses turn customer signals into models, products, and decisions — from first audit to live system in production.

Services

Two pillars. Both rooted in what your customers actually do.

We don't sell methodologies. We embed, ship working systems, and leave you the keys. Pick the pillar that matches what's stuck — or run both in sequence.

01 / AI Consulting

Map where AI compounds — and where it's a distraction.

Most AI roadmaps are vibes. Ours start with where money currently leaks, where decisions stall, and where your team is already doing what an agent could automate by next month.

What you walk away with
  • Opportunity audit — ranked by ROI, build effort, and reversibility
  • Build-vs-buy decisions with named vendor shortlists
  • Agent architecture sketches your engineers can implement
  • A 90-day shipping plan, not a 200-page transformation deck
02 / Customer Intelligence

See your customers like they see themselves.

Your data already knows who's about to churn, who's ready to upgrade, and what they wish you sold. We model it, surface it, and put it where your team can act — not in a quarterly report nobody reads.

What you walk away with
  • Behavioural segmentation grounded in actual usage, not personas
  • Churn + expansion predictions wired to your CRM and support stack
  • Feedback synthesis — every NPS, ticket, and call in one queryable index
  • Live dashboards for ops + sales (no more weekly "pull the numbers" cycles)
How we work

Three weeks to a working system. Not a slide deck.

01 — Week 1

Audit + scope

Two days inside your data. We surface the highest-leverage problem and the smallest system that solves it. You get a one-page scope before any code lands.

02 — Week 2

Ship working code

We build the actual thing — usually a model, agent, or dashboard — wired to your real data. No proof-of-concept theatre; the v1 goes into production.

03 — Week 3

Hand-off + iterate

Your team owns the system. We document, train, and stay on call for two weeks of iteration so it ages well after we leave.

What shipping looks like

Real outputs from prior engagements.

Customer intelligence isn't a slide. It's a number that moved.

0.0×
Signal coverage uplift after telemetry + feedback unification
−0%
Churn for the at-risk cohort surfaced by the v1 model
0 days
Average from kickoff to first production deploy

Let's see if we should work together.

Send a one-liner about what's stuck. If it's a fit, we'll book 30 minutes this week — no slides, no pitch deck. Just an honest read on whether we can help.

Email Benjamin
benjaminsee@cito-ai.com
Hong Kong · Asia-Pacific