AIoT Product Decisions

Skill id

biz.product-decision

Area

Product & Teaching

Group

Product & Business

Roadmap importance

No roadmap colour (added by TESA)

Origin

Added by TESA

Status in the lesson library

Assessed by a lesson

See it on the skill roadmap

Lessons that develop this skill

Lesson	Course	Develops to
From a real problem to a design: canvas, schema and designing for failure	AIoT in Action: From Touch Screen to IoT Platform (MicroPython)	L2 Guided
What edge AI and IoT can and cannot do	Edge AI & IoT for Product Decisions	L1 Aware
Edge, cloud or hybrid	Edge AI & IoT for Product Decisions	L2 Guided
Cost, BOM, time and team	Edge AI & IoT for Product Decisions	L1 Aware
Build, buy or partner	Edge AI & IoT for Product Decisions	L2 Guided
Writing a brief for developers: the one-page decision canvas	Edge AI & IoT for Product Decisions	L2 Guided
Digital Validation before Prototyping	Product Industrial Design (Blender & Twin)	L1 Aware
Lab: Scenarios and Pre-Prototype Checklist	Product Industrial Design (Blender & Twin)	L1 Aware
What edge AI is: the five-stage data lifecycle and where a model can run	Edge AI Developer: From Sensor to On-Device Model	L1 Aware
Designing the capstone: Guardian, three pillars in one file	Edge AI Developer: From Sensor to On-Device Model	L2 Guided
Hands-on: build and ship an edge AI app	Edge AI Developer: From Sensor to On-Device Model	L2 Guided

Lessons that assess this skill

Lesson	Level	Evidence
Writing a brief for developers: the one-page decision canvas	L2 Guided	resources/decision-canvas.md

Roles that use this skill

Role	Minimum level	In this role
Product Entrepreneur / Product Owner	L3 Independent	Required (R)

Proficiency levels

• L1 Aware · Bloom: remember/understand
• L2 Guided · Bloom: apply (scaffolded)
• L3 Independent · Bloom: apply/analyse
• L4 Professional · Bloom: analyse/evaluate
• L5 Design & Lead · Bloom: evaluate/create

For Open Badges 3.0 and CASE alignment

UUID: 860aefc5-b54a-59eb-8d0a-effe7de51f21

{
  "type": [
    "Alignment"
  ],
  "targetName": "AIoT Product Decisions",
  "targetUrl": "https://tesaiot.github.io/tesa-qualification-program/skills/biz.product-decision/",
  "targetCode": "biz.product-decision",
  "targetFramework": "TESA Embedded Systems Skill Map 0.1.0",
  "targetType": "CFItem"
}

Skill map data is licensed CC BY-SA 4.0, adapted from the Embedded Systems Engineering Roadmap by Meysam Parvizi