Field Notes · Vol. 07 · April 2026

Field notes
from the inbox.

Playbooks, comparisons, and the occasional strong opinion — from the team building the AI employee that answers at 3 a.m. Written for the people who actually run the shift.

PlaybookApr 14, 202611 min read

How to move WhatsApp support from reactive to operational

Most teams bolt WhatsApp on top of their helpdesk and call it a day. That's the expensive way. Here's the playbook we use with 40-location retail groups to turn it into the highest-SLA channel they have.

Filter

All notes.

Showing 15 of 15
PlaybookOct 10, 20267 min read

Lead follow-up on WhatsApp: how to stay in touch without being pushy

Most leads aren't lost to a competitor. They're lost to silence. How to follow up on WhatsApp without being pushy, within Meta's rules, and without a salesperson remembering to do it.

By Solutions team
PlaybookOct 10, 20268 min read

How car dealerships should answer WhatsApp leads at 11 p.m.

Ad enquiries arrive at 11 p.m., on four channels, in three languages. The dealerships that win them aren't faster salespeople — they've redesigned the first five minutes.

By Solutions team
PlaybookOct 10, 20269 min read

12 customer service reply templates written for chat

Twelve reply templates for the conversations every support team has every day — complaints, delays, refunds, thank-yous — written for chat, not email, with notes on when not to use them.

By Solutions team
GuideOct 10, 20269 min read

WhatsApp template messages and pricing in India: the 2026 guide

Since July 2025 WhatsApp charges per message, not per conversation. Here's how template categories, the free windows, India's rates and the INR billing deadline actually work.

By Solutions team
ComparisonOct 10, 20268 min read

WhatsApp Business app vs. API: which one does your business need?

The free app runs a shop. The API runs a team. Here's where the line falls, what coexistence changed in 2025, and how to tell which side of it your business is on.

By Solutions team
NumbersOct 10, 20268 min read

AI vs. human support staff: what actually saves money

The usual pitch says AI replaces headcount. The evidence says something narrower and more useful. Here's how to price an AI agent against a hire, using public numbers you can check.

By Solutions team
GuideOct 10, 202610 min read

How to automate customer support with AI, without annoying anyone

Automating support isn't about replacing your team with a bot. It's about deciding which conversations a machine should own, which it should hand off, and how to tell the difference. A practical guide.

By Solutions team
GuideApr 08, 20268 min

Writing system prompts your customers won’t notice

The best AI agent is the one nobody writes a complaint tweet about. A practical template for voice, guardrails, and when to hand off.

By Adhil Munna
ComparisonMar 31, 20266 min

Unified inbox vs. a pile of Slack channels

An honest look at when a helpdesk is overkill, when Slack falls apart, and the threshold (roughly 40 conversations/day) where a unified inbox pays for itself in a week.

By Adhil Munna
NumbersMar 22, 20269 min

We audited 1.2M support conversations. 68% were routine.

A breakdown of what actually happens in customer support inboxes — by intent, by channel, by hour — and what that means for where to point the automation.

By Fahmi Backer
Field notesMar 14, 202612 min

A month with an AI employee: one retailer’s unvarnished diary

Week one was rough. Week three surprised everyone. A candid operator’s log from a 42-location automotive group during their first month on Cloodot.

By Field Report
Deep diveMar 06, 202610 min

How we route the messy messages to a human

The handoff is the hardest part. A peek at our confidence model, the phrases that always escalate, and why politeness is a terrible signal.

By Engineering
PlaybookFeb 24, 20267 min

Multilingual by default: designing for 40+ scripts

RTL is easy. Indic shaping, cultural register, and Malayalam nuance are not. Lessons from shipping in Kochi for the rest of the world.

By Fahmi Backer
GuideFeb 18, 20265 min

The six integrations to wire up in week one

Shopify, Salla, HubSpot, Attio, your order API, and whatever holds inventory. A practical order-of-operations for new Cloodot deployments.

By Solutions team
OpinionFeb 10, 20264 min

Against the chatbot. For the team member.

A short essay on why 'chatbot' is the wrong mental model — and why framing AI as a teammate, not a tool, changes how everyone builds with it.

By Haris Sulaiman
Newsletter

A short letter.
Every other Thursday.

One piece on conversational AI, one operator's playbook, and something from the build. No newsletter-industrial-complex. Unsubscribe in one click.

7,400+ operators read it · no spam, one-click unsubscribe
27Issues sent
7.4kOperators
62%Open rate