Each month, one long-form essay. Topics drawn from what we're actually seeing in partner schools, what regulators are publishing, and what founders are asking on calls. The titles below are committed; drafts are in progress.
Jun 2026Curriculum
The CBSE Class 3 AI mandate โ what it actually says, and what it doesn't.
A line-by-line walkthrough of the 30-October-2025 notification + the April 2026 rollout, separating what's compulsory from what's interpretation.
Read โ
Jul 2026Safety
What the AI flags when your child types "I want to die" โ and what happens next.
The three-tier escalation protocol, the counsellor-notification cadence, and why the school never sees the actual words.
Read โ
Aug 2026Vendor due-diligence
30 questions to ask every K-12 AI vendor before signing โ the unedited version.
Hosting, data residency, DPA terms, training-on-student-data clauses, content-filter pass-rates, escalation SLAs, the works. With model answers.
Read โ
Sep 2026Policy
Why your school's AI use policy should be three pages, not thirty.
Trustees love long policies. Teachers ignore them. Parents don't read them. Here's the three-page version we ship โ and why it works.
Read โ
Oct 2026Field notes
Six months in Silchar โ what running AI literacy in Assamese-medium CBSE schools taught me.
The literacy gap is real. The mother is the gatekeeper. The principal listens to the trustee. Three things I got wrong in the first month.
Read โ
Nov 2026Procurement
The price of "free" AI for schools โ what the consumer-AI vendors don't tell principals.
The economics of free-tier AI for schools, who pays (your child's data), and why the school's "we're saving money" calculation is wrong.
Read โ
Dec 2026Year in review
2026 โ the year DPDP woke up Indian schools.
A timeline: what happened, what stuck, what was theatre, and what changes in 2027 when the Children's Data rules go live.
Read โ
Jan 2027State boards
Why Karnataka, Chhattisgarh, Assam, and Tripura are the next four state-board AI markets โ in that order.
The state-board landscape is no longer "wait for CBSE." Four state-board mandates already exist. Here's the deep map.
Coming โ
Feb 2027Parents
The "FOGS" decade โ why post-BYJU's parents stopped buying ed-tech and what they buy instead.
Fear Of Getting Scammed replaced Fear Of Missing Out. Here's what that means for any B2B-school AI vendor.
Coming โ
Mar 2027IB / IGCSE
What the IBO's March 2026 Mumbai principles actually mean for Indian IB schools.
Appendix 6 wasn't a mandate, the Mumbai principles weren't either, but together they're the closest thing the IB has to an AI standard.
Coming โ
Apr 2027Govt schools
The three stacked mandates in govt schools โ NEP + NCF + MoE โ and what each actually funds.
National Education Policy, National Curriculum Framework, MoE 30-Oct-2025. The funding doesn't follow the framework. Why.
Coming โ
May 2027Children's data
What changes on 13 May 2027 โ the day DPDP Children's Data rules go live.
Verifiable Parental Consent flow, the Schedule IV exemption, the Significant Data Fiduciary threshold. A school-by-school countdown.
Coming โ
Jun 2027Teacher
What teachers actually want from AI โ and how every vendor (including us) keeps getting it wrong.
The "AI for personalised learning" pitch is a teacher-replacement pitch in disguise. Here's the pitch that lands.
Coming โ
Jul 2027Open source
Why we're open-sourcing our policy templates after 25 schools โ and not before.
The pre-25 conservatism, the post-25 commitment, the safety-classifier follow-on in 2027. A long answer to "but won't competitors copy?"
Coming โ
Aug 2027Indic NLP
The Indic NLP safety gap โ why no English-trained model is safe for Bengali / Tamil / Marathi children yet.
What the current models miss, what we're building, why this is the moat.
Coming โ
Sep 2027Vendor consolidation
Why the next 5 years of Indian K-12 AI will look like 2002โ2007 of Indian SaaS โ and what that means.
The Freshworks / Zoho / WebEngage / Postman pattern, applied to schools. Long, cheap, B2B, and won by founders who stay.
Coming โ
Oct 2027Field notes
Year-one with 100 schools โ what we shipped, what we got wrong, what we're rebuilding.
An honest retrospective. Numbers, decisions, regrets, lessons.
Coming โ
Nov 2027International
UAE + Singapore + Gulf โ the Indian-curriculum school networks outside India.
The 1,200+ Indian-curriculum schools abroad. What's different about selling there. What's the same.
Coming โ
Dec 2027Year in review
2027 โ the year the safety-classifier and the policy-library both went open.
A year-end retrospective. What stuck. What broke. What we're betting on next.
Coming โ
Jan 2028Investors
What investors get wrong about Indian K-12 AI โ and what the smart ones get right.
The "TAM is huge, ARPU is tiny" trap. The B2B-only thesis. The DPDP moat. A long letter to anyone who's pitched on us.
Coming โ
Feb 2028Trustees
A short letter to the school trustee who keeps asking "what's our AI strategy."
Five paragraphs you can forward to your trustee. Plain English. No buzzwords. No "transformation."
Coming โ
Mar 2028Two-year anniversary
Two years of Deshika โ what stayed true, what changed, what surprised us.
The principles we wrote on day one. The ones we still hold. The ones we revised.
Coming โ