Our Methodology
How We Work
Our approach begins with understanding your context before recommending anything. We avoid one-size-fits-all frameworks and instead tailor each engagement to your industry, organizational structure, existing technology, and strategic objectives. This means the work we do for a logistics company looks fundamentally different from what we deliver for a financial services firm — even when the service category is the same.
Each service can stand on its own or be combined with others for a more comprehensive engagement. Many clients begin with a Discovery Workshop and then move into Pipeline Engineering or Governance based on the priorities that emerge. Others come to us with a specific technical need or compliance requirement. Either way, we adapt.
Service 01
AI Opportunity Discovery Workshop
A structured, facilitated session lasting two to three days where your leadership and operational teams work collaboratively with AI specialists to identify concrete opportunities for intelligent technology within your business context. The workshop combines industry case study reviews, hands-on demonstrations of relevant AI capabilities, and guided brainstorming exercises tailored to your sector.
- Prioritized opportunity matrix with feasibility scores
- Estimated investment ranges for each opportunity
- Suggested pilot project outlines
- Low-commitment starting point for exploration
Duration: 2–3 days
From ฿15,000
Inquire About This ServiceService 02
Machine Learning Pipeline Engineering
Technical design and construction of end-to-end machine learning pipelines that handle data ingestion, preprocessing, model training, evaluation, and deployment in a repeatable and maintainable architecture. The service covers infrastructure selection (cloud or on-premise), CI/CD integration for model updates, monitoring dashboards for model drift and performance, and comprehensive documentation for your technical team.
- CI/CD integration for automated model updates
- Model drift and performance monitoring dashboards
- Scalable architecture for future model additions
- Comprehensive documentation for your engineering team
Duration: 4–12 weeks
From ฿42,000
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Service 03
AI Governance & Ethics Program
Development of a complete governance framework for responsible AI usage within your organization, covering data privacy compliance, algorithmic fairness auditing, transparency standards, and stakeholder communication protocols. The program includes policy drafting, a training curriculum for technical and non-technical staff, an internal review board charter, and templates for ongoing impact assessments.
- PDPA compliance and international standard alignment
- Internal review board charter and decision frameworks
- Training curriculum for all staff levels
- Ongoing impact assessment templates
Duration: 6–10 weeks
From ฿48,500
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Which Service Fits Your Needs?
Each service addresses a different phase of AI adoption. Use this comparison to identify where you are and what would help most.
| Feature | Discovery Workshop | ML Pipeline | Governance |
|---|---|---|---|
| Ideal for | Exploring possibilities | Building infrastructure | Establishing policies |
| Duration | 2–3 days | 4–12 weeks | 6–10 weeks |
| Starting Price | ฿15,000 | ฿42,000 | ฿48,500 |
| Technical team needed | |||
| Staff training included | |||
| PDPA compliance focus | |||
| Deliverable format | Opportunity matrix | Production pipeline | Policy framework |
Across All Services
Technical and Professional Standards
Data Security
NDA-protected engagements with strict access controls and data minimization principles applied throughout.
Performance Metrics
Clear success criteria defined at the start of each engagement, with regular tracking and reporting.
Post-Delivery Support
Knowledge transfer sessions and documentation ensure your team can operate independently after our engagement concludes.
Pricing
Transparent Starting Prices
Final pricing is determined after an initial consultation based on your specific scope and requirements.
Discovery Workshop
฿15,000
Starting price
- 2–3 day facilitated session
- Opportunity matrix
- Pilot project outlines
- Investment estimates
ML Pipeline Engineering
฿42,000
Starting price
- End-to-end pipeline design
- CI/CD integration
- Monitoring dashboards
- Technical documentation
- Team training sessions
Governance & Ethics
฿48,500
Starting price
- Complete policy framework
- PDPA alignment
- Staff training curriculum
- Review board charter
- Impact assessment templates
Not Sure Which Service Fits?
Reach out for a no-obligation conversation. We'll listen to your situation and recommend the most appropriate starting point.
Book a Consultation