AI Knowledge Base, engineered for Bangkok operators.
We design and ship ai knowledge base systems for Bangkok operators, typed, observable, owned by you, instrumented to a metric in week one. Delivered remotely from India with deliberate Asia-Pacific overlap.
Repeat questions to senior staff
Operators in Bangkok repeatedly cite this as a daily friction.
Knowledge trapped in heads
Operators in Bangkok repeatedly cite this as a daily friction.
Onboarding takes weeks
Operators in Bangkok repeatedly cite this as a daily friction.
How we build ai knowledge base
Most ai knowledge base projects fail because they are built around a tool, not a metric. We work the other way: pick the smallest ticket-to-self-serve ratio you want to move, instrument it, then build the system that moves it. For a Bangkok engagement that usually means pgvector or Turbopuffer for embeddings, a Notion integration, and a thin Node service for the parts that need to survive a Friday-night incident. Ten-plus shipped workflows in, our standard remains: typed code, real tests, audit logs, no surprises.
Pocket LMS app, Flutter-based learning platform shipped end-to-end.
What teams in Bangkok ask first.
How much does ai knowledge base cost in Thailand?Open
A single shipped workflow on a Spark engagement runs €5-25k depending on complexity. Multi-workflow builds for Bangkok teams typically land in the €40-120k range. Pricing is quoted to outcome, not hours, and visible before we start. Thailand clients are billed in EUR or GBP; SEPA and SWIFT both work.
How long does ai knowledge base take to ship?Open
A single ai knowledge base workflow goes from kickoff to production in roughly four weeks: one week instrumenting and designing, two weeks building, one week hardening. Multi-step processes spanning several systems usually take 6-10 weeks. We always ship the first measurable slice inside one month.
Do you handle GDPR for Thailand clients?Open
Yes. Engagements run in EU regions where data residency requires it, and DPA + SCC clauses are standard in every contract. Data flows, retention, and processor relationships are documented up-front. Our remote-India delivery model is structured to comply with GDPR for Thailand clients, we have done it before.
One workflow, four weeks, measurable lift.
Send a short note about the process you want to automate and the metric you want to move. We reply within one working day with a fit assessment, rough scope, and price range.
Reply within one working day · No-pressure scoping