Practical AI Integration Tailored to Your Business Reality

Over two to three days, your leadership and operational teams work with our AI specialists through a mix of industry case study reviews, live capability demonstrations, and guided brainstorming. By the end, you receive a prioritized opportunity matrix with feasibility scores, estimated investment ranges, and suggested pilot outlines — all specific to your business context and sector.

This service is designed for companies that already have some in-house data engineering capability. We build the pipeline infrastructure, documentation, and monitoring dashboards so your team can maintain and extend the system independently. If you're just starting to build a data team, the Discovery Workshop would be a better first step.

Our governance framework is built around Thai PDPA requirements as a baseline, and also incorporates relevant international standards for organizations operating across borders. We draft policies, create a training curriculum for both technical and non-technical staff, and provide templates for ongoing impact assessments that satisfy local regulatory expectations.

Timelines vary by service: the Discovery Workshop runs two to three days; ML Pipeline Engineering typically takes four to twelve weeks depending on complexity and data readiness; and the Governance Program usually spans six to ten weeks including stakeholder interviews, policy drafting, and staff training sessions.

Yes. We sign non-disclosure agreements before any engagement begins. All data shared during workshops or pipeline development is handled under strict access controls, and we follow data minimization principles — we only request what is necessary for the work at hand. Our governance program also helps you establish similar standards internally.

Prices listed are starting points. Final pricing depends on the scope of your project, team size, and specific requirements. We provide a detailed proposal and cost breakdown after an initial consultation, so there are no surprises. Payment terms are flexible and can be structured in milestones.