Practical AI Solutions for Real Business Needs

Most NLP engagements span four to eight weeks depending on the complexity of the text data, the number of languages involved, and how tightly the solution needs to integrate with your existing systems. We provide a more specific estimate after the initial assessment.

Not necessarily. We can work with modest datasets and use transfer learning techniques to get useful results without requiring thousands of labeled images. During the requirements phase, we'll help you assess what data you have and what might need to be collected.

The consultation covers a review of your current data practices, storage setup, governance policies, and analytical capabilities. You'll receive a strategy document with prioritized recommendations, a governance framework template, and a shortlist of technologies worth evaluating for your situation.

Yes. Thai language brings specific challenges such as word segmentation and tonal nuance. Our team has hands-on experience building NLP models that account for these complexities, and we work closely with Thai-speaking domain experts to validate outputs.

Every engagement includes documentation and a knowledge transfer session. We make sure your team can operate and monitor the system independently. If you'd like ongoing support, we can discuss a maintenance arrangement, but it's not required.

Each service has a base price that covers the core scope of work. If your project has additional complexity — for example, multiple languages, custom integrations, or large-scale data — we'll provide a transparent revised estimate before beginning.

Absolutely. We sign NDAs as standard practice and follow strict data handling protocols. Your data is used solely for the purposes of the engagement and is never shared with third parties. We also provide guidance on secure data transfer methods during onboarding.