Netfluxfeed
Contact
Safety Layer Design Sprint cover — Map policy, monitoring, and human escalation paths before you wire a single production endpoint.

guided builds · Intensive

Safety Layer Design Sprint

Rapid prototyping of safety layers for internal copilots. Includes tabletop incidents drawn from Thai consumer contexts and bilingual harassment strings for classifier tuning discussions.

2 weeks · sprint Foundational Two full weeks

6,900 THB

Informational pricing—see Returns & Refunds for eligibility.

Request information

Inside the syllabus

  • Incident response tabletop
  • Policy-to-prompt mapping canvas
  • Monitoring signal brainstorm
  • Human escalation swimlanes
  • Vendor comparison matrix
  • Dry-run demo with mentor interruptions
  • Post-sprint retro template

Outcomes you can show

  1. Draft monitoring dashboard wireframe
  2. Produce escalation doc readable by legal
  3. List three monitoring signals you will not rely on alone
Portrait placeholder for Chalermchai Srisawat

Chalermchai Srisawat

Former trust & safety analyst; now coaches product teams on pragmatic guardrails.

Straight FAQ

Legal coverage?

We provide frameworks, not legal advice—bring counsel to the final review if needed.

Is coding required?

No code; this is facilitation-heavy design work.

Limitation disclosure

We cannot simulate every jurisdiction; focus is Thailand + regional English-language products.

Recent notes

Short. Sharp. The harassment string discussion was tense but grounded—appreciated the facilitator pausing us when we reached for easy answers.

Nina

Escalation swimlane now lives next to our Figma library.

Omar · Design lead · 5/5