M Malee Core
AI Consulting Solutions

Three Engagement Types

AI Integration Services Designed for Thai Organizations

Each service is scoped to a specific starting point and organizational need — from a focused 3-week curriculum review to a 6-month enterprise transformation partnership.

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Our Approach

How Every Engagement Is Structured

1

Assess

Understand current state, team readiness, and organizational constraints

2

Design

Build an implementation plan tailored to context, not a generic framework

3

Implement

Configure, train, and deploy with your teams — not in isolation from them

4

Transfer

Hand over documented systems and capable, confident people

AI for Education and Training
Service 01

AI for Education & Training Providers

3 weeks ฿5,600 THB

Designed for Thai educational institutions, corporate training providers, and e-learning companies looking to incorporate AI into their own offerings. We assess your current curriculum delivery, learner engagement data, and content production workflows to identify where AI tools can genuinely enhance learning outcomes and operational efficiency.

Key Benefits

  • Adaptive learning path design recommendations
  • AI-assisted content creation guidance
  • Learner analytics and assessment optimization review
  • Practical implementation guide as deliverable
  • Pedagogical principles maintained throughout

Engagement Process

  1. W1

    Curriculum and workflow review — structured interviews with directors and course designers

  2. W2

    AI opportunity mapping and tool evaluation against your specific content and delivery model

  3. W3

    Implementation guide development and stakeholder walkthrough session

Best for: Academic directors, curriculum designers, and ed-tech founders

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Service 02

AI-Enhanced Cybersecurity Posture Assessment

8 weeks ฿19,100 THB

Strengthen your organization's security stance by integrating AI-powered threat detection, behavior analysis, and incident response capabilities into your existing cybersecurity infrastructure. This service conducts a comprehensive security audit, identifies gaps, configures appropriate tools, and trains your security and IT teams on AI-augmented monitoring and response procedures.

Key Benefits

  • Comprehensive security audit and gap analysis
  • AI-powered threat detection tool configuration
  • Thai and regional threat landscape coverage
  • Security and IT team training program
  • Compliance alignment with Thai PDPA and NIST frameworks

Engagement Process

  1. W1–2

    Infrastructure audit and current security capability assessment

  2. W3–5

    Gap mapping, AI tool selection, and configuration with your security team

  3. W6–7

    Staff training on AI-augmented monitoring and incident response procedures

  4. W8

    Final security posture report and handover to security leadership

Best for: IT security managers, CISOs, and technology directors handling sensitive data

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AI Cybersecurity Assessment
AI Organizational Transformation
Service 03

AI Organizational Transformation Partnership

6 months ฿25,200 THB

A comprehensive 6-month partnership for organizations undertaking large-scale AI-driven transformation. A dedicated team embeds within your organization, working alongside leadership, operations, and technical teams to orchestrate change across strategy, technology, processes, and people. Includes roadmap development, vendor coordination, pilot management, training design, governance framework establishment, and quarterly board reviews.

Key Benefits

  • Dedicated embedded transformation team
  • Full AI roadmap and vendor coordination
  • Pilot program design and management
  • Organization-wide training program delivery
  • AI governance framework and quarterly board reviews

Engagement Phases

  1. M1

    Organization assessment and AI readiness baseline — strategy sessions with leadership

  2. M2

    Roadmap development, vendor shortlisting, and pilot program design

  3. M3–4

    Pilot execution and iteration — training program rollout across departments

  4. M5

    Governance framework implementation and second board review

  5. M6

    Final review, handover documentation, and transition to independent operation

Best for: Enterprise clients with clear strategic intent to make AI a central organizational capability

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Choose Your Path

Selecting the Right Engagement

Use this comparison to identify which service aligns with where your organization is today.

Feature Education Consulting
฿5,600 · 3 weeks
Cybersecurity Assessment
฿19,100 · 8 weeks
Transformation Partnership
฿25,200 · 6 months
AI readiness assessment
Staff training included Guidance only
Tool configuration
Board-level reviews
Governance framework Compliance only
Embedded team delivery

Across All Services

Shared Standards & Protocols

Signed NDA Standard

All client data is protected under NDA signed before work begins. Confidentiality is a precondition of delivery, not an afterthought.

PDPA Alignment

All recommendations are reviewed against Thailand's Personal Data Protection Act requirements. Data handling advice includes compliance considerations.

Bilingual Materials

All deliverables available in English. Thai translations of key documents and training materials provided on request at no additional charge.

Fixed Delivery Schedule

Timelines agreed in writing before work begins. If an engagement falls behind schedule due to our team, we extend at no additional cost.

Responsible AI Framework

Bias assessment, fairness checks, and downstream impact analysis are included in every AI tool recommendation as standard.

90-Day Post-Support

A support window following engagement close covers follow-up questions, minor documentation updates, and guidance on implementation decisions.

Not Sure Which Service Fits?

A 30-minute call is often enough to clarify which engagement makes sense — or whether it makes sense to start with our readiness assessment first.

Request a Discovery Call