Services

Practical Data & AI Services

We serve organizations across Thailand through CBA: Corporate → Business Intelligence → Artificial Intelligence. Start with one business question, establish trusted data and shared definitions, then use that foundation for insight and AI-assisted action.

ให้บริการทั่วประเทศไทย เริ่มจากโจทย์ธุรกิจและออกแบบขอบเขตงานร่วมกัน

The CBA Foundation

C — Corporate: Source → Definition → Owner → Relationship → Business Rule → Permission → Quality → Freshness.

B — Business Intelligence: Give people a shared view of the business using consistent metrics and business logic.

A — Artificial Intelligence: Give AI the same business context to explain, recommend, and assist with action within agreed permissions and human oversight.

You do not need to prepare every dataset in the company before starting. Build the foundation needed for one useful business question, then expand.

Read our CBA approach

01 · Data & Business Consulting

For organizations that need to clarify a business problem, align metrics, or decide which data projects to prioritize.

Focus: Business questions, data readiness, source mapping, KPI definitions, and a practical roadmap.

Possible deliverables: A readiness assessment, agreed KPI definitions, a prioritized use-case list, and a phased implementation plan.

02 · Dashboards & Business Intelligence

For teams working with disconnected reports or different versions of the same business numbers.

Focus: Reliable reporting, shared definitions, and dashboards designed around the decisions your team makes.

Possible deliverables: A dashboard, data preparation rules, metric documentation, and guidance for the people who use it.

03 · AI & Workflow Automation

For teams exploring repetitive tasks that could benefit from AI or connected workflows.

Focus: Use-case selection, a limited pilot, defined permissions, human review, and evidence that the workflow has completed its task.

Possible deliverables: A workflow design, prototype or pilot, evaluation criteria, and operating guidance.

04 · Organization AI

Connect AI with your organization’s own data, expertise, and business context. Build on the same definitions, permissions, and rules used for business intelligence.

Focus: AI readiness, trusted internal knowledge, shared business definitions, permitted data access, decision support, reviewed actions, and team adoption.

Possible deliverables: An AI roadmap, a business-context and source register, a selected internal assistant or workflow pilot, access and approval rules, evaluation criteria, and operating guidance.

Start with one useful question or process, prove the approach, and expand the foundation across teams.

ออกแบบ Organization AI ให้เข้าใจข้อมูลและบริบทธุรกิจขององค์กร พร้อมขอบเขตสิทธิ์และผู้รับผิดชอบ

A Clear Scope Before We Build

Every engagement is scoped around your goals, available data, existing systems, and team capacity. Deliverables, timeline, fees, and any ongoing support are agreed in the proposal.

Tell us the decision or task you want to improve, the systems you use, and who will use the result. A brief description is enough to begin.

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