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Notes on the work, not the hype.

What we learn from teams selling, servicing and hiring — and where AI actually earns its seat. Written by the people who build and implement it.

WHAT WE WRITE ABOUT
AI in practicewhat shipped, what didn't
Operationslead to invoice, honestly
Buying softwarepricing, migration, risk
ComplianceGST, e-invoicing, data
Three posts a month, no newsletter you have to escape from.
LATEST · AI IN PRACTICE9 MIN READ

Your CRM needs a door for AI, not another chatbot in the corner.

Every vendor shipped an assistant this year. Almost none of them let the assistant you already pay for touch the record. We think that's backwards — and the shift toward open protocols like MCP is why the "AI inside the app" era is already ending.

IN THIS POST
Why a bolted-on assistant can't see your order lines · what a permissioned MCP server changes · the one question to ask any vendor selling you "AI-powered" anything.
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THE ARGUMENT, IN ONE LINE
“An assistant that can't write to the record is a search box with better manners.”
The interesting question stopped being which vendor has AI. It's which vendor will let the AI you chose hold a licensed seat — and leave an audit trail when it does.
See how our connector does it →

Also this month.

Two arguments we've had with customers often enough to write down.

AI IN PRACTICE6 MIN READ

An agent on a messy record just automates the mess.

The pilots that failed last year didn't fail on the model. They failed because quotes lived in one system, dispatch in a spreadsheet and complaints in three WhatsApp groups — so the agent confidently acted on data nobody trusted.

TAKEAWAY
Fix the handovers first. Automate the queue that's genuinely repetitive second. We'll tell you which one you are on the call.
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BUYING SOFTWARE7 MIN READ

What are you buying when the AI holds the seat?

Per-seat pricing assumed one human, one login. Now half the industry is quietly moving to consumption meters you can't forecast. We priced it the boring way instead — a seat is a seat, whoever is sitting in it.

TAKEAWAY
Ask any vendor for the worst month a similar customer had. If they can't answer, the meter is the product.
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Seven posts so far. New writing lands roughly three times a month.See how we price it →

Earlier this quarter.

Four things Indian teams asked us about more than anything else.

OPERATIONS5 MIN READ

The deal happens on WhatsApp. It shouldn't die there.

With nearly half a billion users in the country, WhatsApp isn't a channel you migrate teams off — it's where your customer already is. The mistake is letting it be the only place the conversation exists. Three ways we've seen teams keep the chat and still end up with a record.

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COMPLIANCE8 MIN READ

GSTN reconciles in real time. Do you?

E-invoicing now covers the overwhelming majority of B2B value, and the network cross-checks returns as they land — quietly risk-profiling every filer. When quoted, shipped and billed disagree inside your business, it has stopped being an internal problem.

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BUYING SOFTWARE6 MIN READ

The cheap seat that costs eight lakh to switch on.

Per-seat price is the number in the proposal. Implementation, integration and training are the number you actually pay. A three-year total that includes migration is the only comparison worth running — here's the sheet we hand buyers, including for our own quotes.

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OPERATIONS7 MIN READ

Six tools, one customer, nobody's fault.

Best-of-breed made sense when each tool was better than any suite. In 2026 the tie-breaker is the handover: every seam between two systems is a place where the order line, the complaint or the follow-up goes missing — and no vendor owns the gap.

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Disagree with any of this?

Good — those calls are where the next post comes from. Bring your record and we'll argue about it for twenty minutes.