Enterprise AI Advisory

Enterprise AI strategy and systems for companies ready to move beyond pilots.

Token Mindset helps leadership teams translate frontier AI into operating models, workflow transformation, and measurable business value.

Selected client experience

Yum China logo Yum China
Starbucks logo Starbucks
ICBC logo ICBC
China Guangfa Bank logo China Guangfa Bank
Beike logo Beike
5i5j logo 5i5j
China Southern Power Grid logo China Southern Power Grid
China Coal Energy logo China Coal Energy
Panasonic logo Panasonic
NBA logo NBA
CEIBS logo CEIBS
Tsinghua PBCSF logo Tsinghua PBCSF
The University of Hong Kong logo HKU
CKGSB logo CKGSB

Industries served by enterprise AI teams

What We Do

AI consulting built for enterprise adoption, not isolated demos.

We pair board-level clarity with hands-on system design, helping executives and business owners identify value pools, redesign workflows, and scale AI-enabled ways of working across the organization.

01

AI Strategy & Enterprise Roadmap

Prioritize the AI opportunities that matter, quantify value, and define a practical path from ambition to enterprise-scale execution.

02

AI Workflow Transformation

Redesign high-value workflows around human-AI collaboration, decision speed, and measurable productivity gains.

03

AI Agents & Automation Systems

Design agentic systems, knowledge interfaces, and automation layers that connect AI capability to enterprise operations.

04

Executive AI Enablement

Equip leadership teams with the operating vocabulary, decision frameworks, and management routines needed to lead AI transformation.

How We Work

A senior-led model from diagnosis to scale.

Each engagement is designed around business outcomes first. We keep teams small, senior, and close to decision makers, then bring in implementation depth where the opportunity requires it.

Diagnose

Find the value pools

Map strategic priorities, workflow friction, data readiness, and near-term opportunities.

Design

Shape the operating system

Define target workflows, human-AI roles, success metrics, and leadership routines.

Build

Prototype with intent

Create focused pilots, agent concepts, enablement programs, and adoption playbooks.

Scale

Embed the change

Extend proven patterns across functions, teams, and management systems.

People

A compact senior team for enterprise AI transformation.

Portrait of Kevin Yu

Kevin Yu

Managing Partner, Enterprise AI Strategy

Advises leadership teams on AI strategy, enterprise transformation, and value creation from AI-enabled operating models.

Portrait of Shiwei Hu

Shiwei Hu

Managing Partner, Enterprise Transformation & CEO Coach

Advises CEOs and CXOs on AI-era strategy, top-level design, and enterprise AI implementation roadmaps.

Portrait of Kevin Jin

Kevin Jin

Partner, AI Consulting & AI Systems

Helps clients move from AI strategy to working systems, with deep experience in consulting-led implementation.

Token Mindset

Discuss an enterprise AI initiative with a senior advisor.

Contact Token Mindset