The blog

Building physical AI, with the receipts.

What it costs, what the rules say, and how the hardware actually works, written by the team that ships it, for the brands deciding whether to.

Economics

What it actually costs to build an AI toy in 2026

The honest ledger behind a conversational toy: team, firmware, cloud, compliance and certification, building in-house vs a white-label board vs a platform, with real module pricing.

June 12, 20267 min read

Engineering

White-label AI board vs platform: what your toy actually ships with

A $7 AI toy board demos brilliantly. The parent app, OTA updates, safety layer and COPPA machinery it skips are the real product. An honest ledger.

June 12, 20266 min read

Compliance

The 2026 COPPA rule, explained for toy makers

What changed in the COPPA Rule on April 22, 2026: voiceprints, separate consent for AI training, retention limits, and how a toy team ships compliant flows.

June 12, 20267 min read

Playbook

How to launch an AI baby monitor under your own brand

The nursery playbook: what AI in a monitor actually means, three build routes, $30–100 module tiers, the privacy stack, and what shipping Lori taught us.

June 12, 20266 min read

Engineering

What the Kumma bear failure teaches everyone building AI toys

FoloToy's Kumma bear showed what a raw LLM in a toy does. The root cause, the layered guardrail stack, and the diligence checklist for any AI toy vendor.

June 12, 20267 min read

Market

Hasbro built Sixth Wall. Here's the playbook for every other IP owner.

Hasbro's Sixth Wall made character behavior a licensable right. The three routes left for every other IP owner, plus a rights checklist for the deal.

June 12, 20266 min read

Market

Why the next wave of AI toys will be made in India

India learned to make the toy but still imports the brain. Language, price discipline and Bengaluru engineering say the AI layer gets built here next.

June 12, 20266 min read

Engineering

Inside the Magic Box: how a screen-free AI toy actually works

A plain-language teardown of our own shipping module (mic array to wake word to voice model to speaker) and where the privacy boundaries actually sit.

June 12, 20267 min read

Market

SNOO, Cradlewise, and the gap in the smart nursery

SNOO and Cradlewise proved parents pay software prices for sleep, then priced most of them out. Where the smart nursery's mid-market gap is and who wins it.

June 12, 20267 min read

Market

Parents are done with screens. What that means for your 2027 line.

Screen-time guilt is now a buying criterion. The smart-toy numbers, the trust backlash, and what ten pilot families mean for a toy brand's 2027 range.

June 12, 20266 min read

Written by the Kheelona team in Bengaluru. No ghostwriters, no filler. If we haven't built it or priced it, we don't write about it.

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